Introduction

The overall goal of this project is to build a word recognizer for American Sign Language video sequences, demonstrating the power of probabalistic models. In particular, this project employs hidden Markov models (HMM's) to analyze a series of measurements taken from videos of American Sign Language (ASL) collected for research (see the RWTH-BOSTON-104 Database). In this video, the right-hand x and y locations are plotted as the speaker signs the sentence. ASLR demo

The raw data, train, and test sets are pre-defined. You will derive a variety of feature sets (explored in Part 1), as well as implement three different model selection criterion to determine the optimal number of hidden states for each word model (explored in Part 2). Finally, in Part 3 you will implement the recognizer and compare the effects the different combinations of feature sets and model selection criteria.

At the end of each Part, complete the submission cells with implementations, answer all questions, and pass the unit tests. Then submit the completed notebook for review!

PART 1: Data

Features Tutorial

Load the initial database

A data handler designed for this database is provided in the student codebase as the AslDb class in the asl_data module. This handler creates the initial pandas dataframe from the corpus of data included in the data directory as well as dictionaries suitable for extracting data in a format friendly to the hmmlearn library. We'll use those to create models in Part 2.

To start, let's set up the initial database and select an example set of features for the training set. At the end of Part 1, you will create additional feature sets for experimentation.

In [3]:
import numpy as np
import pandas as pd
from asl_data import AslDb

asl = AslDb() # initializes the database
asl.df.head() # displays the first five rows of the asl database, indexed by video and frame
Out[3]:
left-x left-y right-x right-y nose-x nose-y speaker
video frame
98 0 149 181 170 175 161 62 woman-1
1 149 181 170 175 161 62 woman-1
2 149 181 170 175 161 62 woman-1
3 149 181 170 175 161 62 woman-1
4 149 181 170 175 161 62 woman-1
In [4]:
asl.df.ix[98,1]  # look at the data available for an individual frame
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/ipykernel_launcher.py:1: DeprecationWarning: 
.ix is deprecated. Please use
.loc for label based indexing or
.iloc for positional indexing

See the documentation here:
http://pandas.pydata.org/pandas-docs/stable/indexing.html#ix-indexer-is-deprecated
  """Entry point for launching an IPython kernel.
Out[4]:
left-x         149
left-y         181
right-x        170
right-y        175
nose-x         161
nose-y          62
speaker    woman-1
Name: (98, 1), dtype: object

The frame represented by video 98, frame 1 is shown here: Video 98

Feature selection for training the model

The objective of feature selection when training a model is to choose the most relevant variables while keeping the model as simple as possible, thus reducing training time. We can use the raw features already provided or derive our own and add columns to the pandas dataframe asl.df for selection. As an example, in the next cell a feature named 'grnd-ry' is added. This feature is the difference between the right-hand y value and the nose y value, which serves as the "ground" right y value.

In [5]:
asl.df['grnd-ry'] = asl.df['right-y'] - asl.df['nose-y']
asl.df.head()  # the new feature 'grnd-ry' is now in the frames dictionary
Out[5]:
left-x left-y right-x right-y nose-x nose-y speaker grnd-ry
video frame
98 0 149 181 170 175 161 62 woman-1 113
1 149 181 170 175 161 62 woman-1 113
2 149 181 170 175 161 62 woman-1 113
3 149 181 170 175 161 62 woman-1 113
4 149 181 170 175 161 62 woman-1 113
Try it!
In [6]:
from asl_utils import test_features_tryit
# TODO add df columns for 'grnd-rx', 'grnd-ly', 'grnd-lx' representing differences between hand and nose locations
asl.df['grnd-rx'] = asl.df['right-x'] - asl.df['nose-x']
asl.df['grnd-ly'] = asl.df['left-y'] - asl.df['nose-y']
asl.df['grnd-lx'] = asl.df['left-x'] - asl.df['nose-x']

# test the code
test_features_tryit(asl)
asl.df sample
left-x left-y right-x right-y nose-x nose-y speaker grnd-ry grnd-rx grnd-ly grnd-lx
video frame
98 0 149 181 170 175 161 62 woman-1 113 9 119 -12
1 149 181 170 175 161 62 woman-1 113 9 119 -12
2 149 181 170 175 161 62 woman-1 113 9 119 -12
3 149 181 170 175 161 62 woman-1 113 9 119 -12
4 149 181 170 175 161 62 woman-1 113 9 119 -12
Out[6]:
Correct!
In [7]:
# collect the features into a list
features_ground = ['grnd-rx','grnd-ry','grnd-lx','grnd-ly']
# show a single set of features for a given (video, frame) tuple
[asl.df.ix[98,1][v] for v in features_ground]
Out[7]:
[9, 113, -12, 119]
Build the training set

Now that we have a feature list defined, we can pass that list to the build_training method to collect the features for all the words in the training set. Each word in the training set has multiple examples from various videos. Below we can see the unique words that have been loaded into the training set:

In [8]:
training = asl.build_training(features_ground)
print("Training words: {}".format(training.words))
Training words: ['JOHN', 'WRITE', 'HOMEWORK', 'IX-1P', 'SEE', 'YESTERDAY', 'IX', 'LOVE', 'MARY', 'CAN', 'GO', 'GO1', 'FUTURE', 'GO2', 'PARTY', 'FUTURE1', 'HIT', 'BLAME', 'FRED', 'FISH', 'WONT', 'EAT', 'BUT', 'CHICKEN', 'VEGETABLE', 'CHINA', 'PEOPLE', 'PREFER', 'BROCCOLI', 'LIKE', 'LEAVE', 'SAY', 'BUY', 'HOUSE', 'KNOW', 'CORN', 'CORN1', 'THINK', 'NOT', 'PAST', 'LIVE', 'CHICAGO', 'CAR', 'SHOULD', 'DECIDE', 'VISIT', 'MOVIE', 'WANT', 'SELL', 'TOMORROW', 'NEXT-WEEK', 'NEW-YORK', 'LAST-WEEK', 'WILL', 'FINISH', 'ANN', 'READ', 'BOOK', 'CHOCOLATE', 'FIND', 'SOMETHING-ONE', 'POSS', 'BROTHER', 'ARRIVE', 'HERE', 'GIVE', 'MAN', 'NEW', 'COAT', 'WOMAN', 'GIVE1', 'HAVE', 'FRANK', 'BREAK-DOWN', 'SEARCH-FOR', 'WHO', 'WHAT', 'LEG', 'FRIEND', 'CANDY', 'BLUE', 'SUE', 'BUY1', 'STOLEN', 'OLD', 'STUDENT', 'VIDEOTAPE', 'BORROW', 'MOTHER', 'POTATO', 'TELL', 'BILL', 'THROW', 'APPLE', 'NAME', 'SHOOT', 'SAY-1P', 'SELF', 'GROUP', 'JANA', 'TOY1', 'MANY', 'TOY', 'ALL', 'BOY', 'TEACHER', 'GIRL', 'BOX', 'GIVE2', 'GIVE3', 'GET', 'PUTASIDE']

The training data in training is an object of class WordsData defined in the asl_data module. in addition to the words list, data can be accessed with the get_all_sequences, get_all_Xlengths, get_word_sequences, and get_word_Xlengths methods. We need the get_word_Xlengths method to train multiple sequences with the hmmlearn library. In the following example, notice that there are two lists; the first is a concatenation of all the sequences(the X portion) and the second is a list of the sequence lengths(the Lengths portion).

In [9]:
training.get_word_Xlengths('CHOCOLATE')
Out[9]:
(array([[-11,  48,   7, 120],
        [-11,  48,   8, 109],
        [ -8,  49,  11,  98],
        [ -7,  50,   7,  87],
        [ -4,  54,   7,  77],
        [ -4,  54,   6,  69],
        [ -4,  54,   6,  69],
        [-13,  52,   6,  69],
        [-13,  52,   6,  69],
        [ -8,  51,   6,  69],
        [ -8,  51,   6,  69],
        [ -8,  51,   6,  69],
        [ -8,  51,   6,  69],
        [ -8,  51,   6,  69],
        [-10,  59,   7,  71],
        [-15,  64,   9,  77],
        [-17,  75,  13,  81],
        [ -4,  48,  -4, 113],
        [ -2,  53,  -4, 113],
        [ -4,  55,   2,  98],
        [ -4,  58,   2,  98],
        [ -1,  59,   2,  89],
        [ -1,  59,  -1,  84],
        [ -1,  59,  -1,  84],
        [ -7,  63,  -1,  84],
        [ -7,  63,  -1,  84],
        [ -7,  63,   3,  83],
        [ -7,  63,   3,  83],
        [ -7,  63,   3,  83],
        [ -7,  63,   3,  83],
        [ -7,  63,   3,  83],
        [ -7,  63,   3,  83],
        [ -7,  63,   3,  83],
        [ -4,  70,   3,  83],
        [ -4,  70,   3,  83],
        [ -2,  73,   5,  90],
        [ -3,  79,  -4,  96],
        [-15,  98,  13, 135],
        [ -6,  93,  12, 128],
        [ -2,  89,  14, 118],
        [  5,  90,  10, 108],
        [  4,  86,   7, 105],
        [  4,  86,   7, 105],
        [  4,  86,  13, 100],
        [ -3,  82,  14,  96],
        [ -3,  82,  14,  96],
        [  6,  89,  16, 100],
        [  6,  89,  16, 100],
        [  7,  85,  17, 111]]), [17, 20, 12])
More feature sets

So far we have a simple feature set that is enough to get started modeling. However, we might get better results if we manipulate the raw values a bit more, so we will go ahead and set up some other options now for experimentation later. For example, we could normalize each speaker's range of motion with grouped statistics using Pandas stats functions and pandas groupby. Below is an example for finding the means of all speaker subgroups.

In [10]:
df_means = asl.df.groupby('speaker').mean()

To select a mean that matches by speaker, use the pandas map method:

In [11]:
asl.df['left-x-mean']= asl.df['speaker'].map(df_means['left-x'])
asl.df.head()
Out[11]:
left-x left-y right-x right-y nose-x nose-y speaker grnd-ry grnd-rx grnd-ly grnd-lx left-x-mean
video frame
98 0 149 181 170 175 161 62 woman-1 113 9 119 -12 164.661438
1 149 181 170 175 161 62 woman-1 113 9 119 -12 164.661438
2 149 181 170 175 161 62 woman-1 113 9 119 -12 164.661438
3 149 181 170 175 161 62 woman-1 113 9 119 -12 164.661438
4 149 181 170 175 161 62 woman-1 113 9 119 -12 164.661438
Try it!
In [12]:
from asl_utils import test_std_tryit
# TODO Create a dataframe named `df_std` with standard deviations grouped by speaker
df_std = asl.df.groupby('speaker').std()
# test the code
test_std_tryit(df_std)
df_std
left-x left-y right-x right-y nose-x nose-y grnd-ry grnd-rx grnd-ly grnd-lx left-x-mean
speaker
man-1 15.154425 36.328485 18.901917 54.902340 6.654573 5.520045 53.487999 20.269032 36.572749 15.080360 0.0
woman-1 17.573442 26.594521 16.459943 34.667787 3.549392 3.538330 33.972660 16.764706 27.117393 17.328941 0.0
woman-2 15.388711 28.825025 14.890288 39.649111 4.099760 3.416167 39.128572 16.191324 29.320655 15.050938 0.0
Out[12]:
Correct!

Features Implementation Submission

Implement four feature sets and answer the question that follows.

  • normalized Cartesian coordinates

    • use mean and standard deviation statistics and the standard score equation to account for speakers with different heights and arm length
  • polar coordinates

    • calculate polar coordinates with Cartesian to polar equations
    • use the np.arctan2 function and swap the x and y axes to move the $0$ to $2\pi$ discontinuity to 12 o'clock instead of 3 o'clock; in other words, the normal break in radians value from $0$ to $2\pi$ occurs directly to the left of the speaker's nose, which may be in the signing area and interfere with results. By swapping the x and y axes, that discontinuity move to directly above the speaker's head, an area not generally used in signing.
  • delta difference

    • as described in Thad's lecture, use the difference in values between one frame and the next frames as features
    • pandas diff method and fillna method will be helpful for this one
  • custom features

    • These are your own design; combine techniques used above or come up with something else entirely. We look forward to seeing what you come up with! Some ideas to get you started:
In [13]:
# adding means and stdv to asl.df
cart_means = ['left-x-mean', 'left-y-mean', 'right-x-mean', 'right-y-mean']
cart_stds = ['left-x-std', 'left-y-std', 'right-x-std', 'right-y-std']
features = ['left-x', 'left-y', 'right-x', 'right-y']

for i in range(len(cart_means)):
    asl.df[cart_means[i]] = asl.df['speaker'].map(df_means[features[i]])
    
for i in range(len(cart_stds)):
    asl.df[cart_stds[i]] = asl.df['speaker'].map(df_std[features[i]])
    
asl.df.head()
Out[13]:
left-x left-y right-x right-y nose-x nose-y speaker grnd-ry grnd-rx grnd-ly grnd-lx left-x-mean left-y-mean right-x-mean right-y-mean left-x-std left-y-std right-x-std right-y-std
video frame
98 0 149 181 170 175 161 62 woman-1 113 9 119 -12 164.661438 161.271242 151.017865 117.332462 17.573442 26.594521 16.459943 34.667787
1 149 181 170 175 161 62 woman-1 113 9 119 -12 164.661438 161.271242 151.017865 117.332462 17.573442 26.594521 16.459943 34.667787
2 149 181 170 175 161 62 woman-1 113 9 119 -12 164.661438 161.271242 151.017865 117.332462 17.573442 26.594521 16.459943 34.667787
3 149 181 170 175 161 62 woman-1 113 9 119 -12 164.661438 161.271242 151.017865 117.332462 17.573442 26.594521 16.459943 34.667787
4 149 181 170 175 161 62 woman-1 113 9 119 -12 164.661438 161.271242 151.017865 117.332462 17.573442 26.594521 16.459943 34.667787
In [14]:
# TODO add features for normalized by speaker values of left, right, x, y
# Name these 'norm-rx', 'norm-ry', 'norm-lx', and 'norm-ly'
# using Z-score scaling (X-Xmean)/Xstd

# df_means is dataframe with means by speaker
# df_std  is dataframe with standard deviation by speaker
# 
features_norm = ['norm-rx', 'norm-ry', 'norm-lx','norm-ly']
features_to_norm = ['right-x', 'right-y', 'left-x', 'left-y']
means_norm = ['right-x-mean', 'right-y-mean', 'left-x-mean', 'left-y-mean']
stds_norm = ['right-x-std', 'right-y-std', 'left-x-std', 'left-y-std']

for i in range(len(features_norm)):
    # asl.df['norm-rx'] = asl.df['speaker'].map(df_means['right-y'])/asl.df['speaker'].map(df_std['right-y'])
    # asl.df[features_norm[i]] = (asl.df[features_to_norm[1]] - asl.df['speaker'].map(df_means[features_to_norm[i]]))/asl.df['speaker'].map(df_std[features_to_norm[i]])
    asl.df[features_norm[i]] = (asl.df[features_to_norm[i]] - asl.df[means_norm[i]]) / asl.df[stds_norm[i]]
asl.df.head()
Out[14]:
left-x left-y right-x right-y nose-x nose-y speaker grnd-ry grnd-rx grnd-ly ... right-x-mean right-y-mean left-x-std left-y-std right-x-std right-y-std norm-rx norm-ry norm-lx norm-ly
video frame
98 0 149 181 170 175 161 62 woman-1 113 9 119 ... 151.017865 117.332462 17.573442 26.594521 16.459943 34.667787 1.153232 1.663433 -0.891199 0.741835
1 149 181 170 175 161 62 woman-1 113 9 119 ... 151.017865 117.332462 17.573442 26.594521 16.459943 34.667787 1.153232 1.663433 -0.891199 0.741835
2 149 181 170 175 161 62 woman-1 113 9 119 ... 151.017865 117.332462 17.573442 26.594521 16.459943 34.667787 1.153232 1.663433 -0.891199 0.741835
3 149 181 170 175 161 62 woman-1 113 9 119 ... 151.017865 117.332462 17.573442 26.594521 16.459943 34.667787 1.153232 1.663433 -0.891199 0.741835
4 149 181 170 175 161 62 woman-1 113 9 119 ... 151.017865 117.332462 17.573442 26.594521 16.459943 34.667787 1.153232 1.663433 -0.891199 0.741835

5 rows × 23 columns

In [15]:
# TODO add features for polar coordinate values where the nose is the origin
# Name these 'polar-rr', 'polar-rtheta', 'polar-lr', and 'polar-ltheta'
# Note that 'polar-rr' and 'polar-rtheta' refer to the radius and angle

features_polar = ['polar-rr', 'polar-rtheta', 'polar-lr', 'polar-ltheta']

right_x = asl.df['grnd-rx']
right_y = asl.df['grnd-ry']
asl.df['polar-rr'] = np.sqrt(right_x**2 + right_y**2)
asl.df['polar-rtheta'] = np.arctan2(right_x, right_y)

left_x = asl.df['grnd-lx']
left_y = asl.df['grnd-ly']
asl.df['polar-lr'] = np.sqrt(left_x**2 + left_y**2)
asl.df['polar-ltheta'] = np.arctan2(left_x, left_y)

asl.df.head()
Out[15]:
left-x left-y right-x right-y nose-x nose-y speaker grnd-ry grnd-rx grnd-ly ... right-x-std right-y-std norm-rx norm-ry norm-lx norm-ly polar-rr polar-rtheta polar-lr polar-ltheta
video frame
98 0 149 181 170 175 161 62 woman-1 113 9 119 ... 16.459943 34.667787 1.153232 1.663433 -0.891199 0.741835 113.35784 0.079478 119.603512 -0.100501
1 149 181 170 175 161 62 woman-1 113 9 119 ... 16.459943 34.667787 1.153232 1.663433 -0.891199 0.741835 113.35784 0.079478 119.603512 -0.100501
2 149 181 170 175 161 62 woman-1 113 9 119 ... 16.459943 34.667787 1.153232 1.663433 -0.891199 0.741835 113.35784 0.079478 119.603512 -0.100501
3 149 181 170 175 161 62 woman-1 113 9 119 ... 16.459943 34.667787 1.153232 1.663433 -0.891199 0.741835 113.35784 0.079478 119.603512 -0.100501
4 149 181 170 175 161 62 woman-1 113 9 119 ... 16.459943 34.667787 1.153232 1.663433 -0.891199 0.741835 113.35784 0.079478 119.603512 -0.100501

5 rows × 27 columns

In [16]:
# TODO add features for left, right, x, y differences by one time step, i.e. the "delta" values discussed in the lecture
# Name these 'delta-rx', 'delta-ry', 'delta-lx', and 'delta-ly'

features_delta = ['delta-rx', 'delta-ry', 'delta-lx', 'delta-ly']

for i in range(len(features_delta)):
    asl.df[features_delta[i]] = asl.df[features_to_norm[i]].diff()
    asl.df[features_delta[i]].fillna(0, inplace=True)
    
asl.df.head()
Out[16]:
left-x left-y right-x right-y nose-x nose-y speaker grnd-ry grnd-rx grnd-ly ... norm-lx norm-ly polar-rr polar-rtheta polar-lr polar-ltheta delta-rx delta-ry delta-lx delta-ly
video frame
98 0 149 181 170 175 161 62 woman-1 113 9 119 ... -0.891199 0.741835 113.35784 0.079478 119.603512 -0.100501 0.0 0.0 0.0 0.0
1 149 181 170 175 161 62 woman-1 113 9 119 ... -0.891199 0.741835 113.35784 0.079478 119.603512 -0.100501 0.0 0.0 0.0 0.0
2 149 181 170 175 161 62 woman-1 113 9 119 ... -0.891199 0.741835 113.35784 0.079478 119.603512 -0.100501 0.0 0.0 0.0 0.0
3 149 181 170 175 161 62 woman-1 113 9 119 ... -0.891199 0.741835 113.35784 0.079478 119.603512 -0.100501 0.0 0.0 0.0 0.0
4 149 181 170 175 161 62 woman-1 113 9 119 ... -0.891199 0.741835 113.35784 0.079478 119.603512 -0.100501 0.0 0.0 0.0 0.0

5 rows × 31 columns

In [17]:
df_means = asl.df.groupby('speaker').mean()
df_stds = asl.df.groupby('speaker').std()
In [18]:
df_means.head()
Out[18]:
left-x left-y right-x right-y nose-x nose-y grnd-ry grnd-rx grnd-ly grnd-lx ... norm-lx norm-ly polar-rr polar-rtheta polar-lr polar-ltheta delta-rx delta-ry delta-lx delta-ly
speaker
man-1 206.248203 218.679449 155.464350 150.371031 175.031756 61.642600 88.728430 -19.567406 157.036848 31.216447 ... -3.756399e-16 -2.670722e-15 95.464412 -0.307396 161.326053 0.209727 -0.022169 0.316657 0.207010 0.272768
woman-1 164.661438 161.271242 151.017865 117.332462 162.655120 57.245098 60.087364 -11.637255 104.026144 2.006318 ... -5.621744e-16 1.797158e-16 65.125528 -0.302214 105.968447 0.060601 0.041830 -0.285621 -0.286492 -0.237255
woman-2 183.214509 176.527232 156.866295 119.835714 170.318973 58.022098 61.813616 -13.452679 118.505134 12.895536 ... -9.616316e-16 2.322051e-17 67.297449 -0.258632 120.640838 0.132688 -0.008705 -0.179688 -0.015179 -0.163393

3 rows × 30 columns

In [19]:
# TODO add features of your own design, which may be a combination of the above or something else
# Name these whatever you would like

# normalizing polar coordinates
# add polar means and stds to asl.df

polar_means = ['polar-lr-mean', 'polar-ltheta-mean', 'polar-rr-mean', 'polar-rtheta-mean']
polar_stds = ['polar-lr-std', 'polar-ltheta-std', 'polar-rr-std', 'polar-rtheta-std']
polar_features = ['polar-lr', 'polar-ltheta', 'polar-rr', 'polar-rtheta']
polar_norm = ['norm-lr', 'norm-ltheta', 'norm-rr', 'norm-rtheta']

for i in range(len(polar_means)):
    asl.df[polar_means[i]] = asl.df['speaker'].map(df_means[polar_features[i]])
    
for i in range(len(polar_stds)):
    asl.df[polar_stds[i]] = asl.df['speaker'].map(df_stds[polar_features[i]])
    
for i in range(len(polar_norm)):
    asl.df[polar_norm[i]] = (asl.df[polar_features[i]] - asl.df[polar_means[i]]) / asl.df[polar_stds[i]]    

# asl.df.drop(means+stds)
asl.df.head()
Out[19]:
left-x left-y right-x right-y nose-x nose-y speaker grnd-ry grnd-rx grnd-ly ... polar-rr-mean polar-rtheta-mean polar-lr-std polar-ltheta-std polar-rr-std polar-rtheta-std norm-lr norm-ltheta norm-rr norm-rtheta
video frame
98 0 149 181 170 175 161 62 woman-1 113 9 119 ... 65.125528 -0.302214 25.133829 0.219121 30.654063 0.397837 0.542499 -0.735219 1.573439 0.959419
1 149 181 170 175 161 62 woman-1 113 9 119 ... 65.125528 -0.302214 25.133829 0.219121 30.654063 0.397837 0.542499 -0.735219 1.573439 0.959419
2 149 181 170 175 161 62 woman-1 113 9 119 ... 65.125528 -0.302214 25.133829 0.219121 30.654063 0.397837 0.542499 -0.735219 1.573439 0.959419
3 149 181 170 175 161 62 woman-1 113 9 119 ... 65.125528 -0.302214 25.133829 0.219121 30.654063 0.397837 0.542499 -0.735219 1.573439 0.959419
4 149 181 170 175 161 62 woman-1 113 9 119 ... 65.125528 -0.302214 25.133829 0.219121 30.654063 0.397837 0.542499 -0.735219 1.573439 0.959419

5 rows × 43 columns

In [20]:
# normalized delta cartesian

norm_delta_cartesian = ['ndelta-rx', 'ndelta-ry', 'ndelta-lx', 'ndelta-ly']
features_norm = ['norm-rx', 'norm-ry', 'norm-lx','norm-ly']

for i in range(len(norm_delta_cartesian)):
    asl.df[norm_delta_cartesian[i]] = asl.df[features_norm[i]].diff()
    asl.df[norm_delta_cartesian[i]].fillna(0, inplace=True)
    
asl.df.head()
Out[20]:
left-x left-y right-x right-y nose-x nose-y speaker grnd-ry grnd-rx grnd-ly ... polar-rr-std polar-rtheta-std norm-lr norm-ltheta norm-rr norm-rtheta ndelta-rx ndelta-ry ndelta-lx ndelta-ly
video frame
98 0 149 181 170 175 161 62 woman-1 113 9 119 ... 30.654063 0.397837 0.542499 -0.735219 1.573439 0.959419 0.0 0.0 0.0 0.0
1 149 181 170 175 161 62 woman-1 113 9 119 ... 30.654063 0.397837 0.542499 -0.735219 1.573439 0.959419 0.0 0.0 0.0 0.0
2 149 181 170 175 161 62 woman-1 113 9 119 ... 30.654063 0.397837 0.542499 -0.735219 1.573439 0.959419 0.0 0.0 0.0 0.0
3 149 181 170 175 161 62 woman-1 113 9 119 ... 30.654063 0.397837 0.542499 -0.735219 1.573439 0.959419 0.0 0.0 0.0 0.0
4 149 181 170 175 161 62 woman-1 113 9 119 ... 30.654063 0.397837 0.542499 -0.735219 1.573439 0.959419 0.0 0.0 0.0 0.0

5 rows × 47 columns

In [21]:
# normalized delta polar

norm_delta_polar = ['ndelta-rr', 'ndelta-rtheta', 'ndelta-lr', 'ndelta-ltheta']
polar_norm = ['norm-rr', 'norm-rtheta', 'norm-lr', 'norm-ltheta']

for i in range(len(norm_delta_cartesian)):
    asl.df[norm_delta_polar[i]] = asl.df[polar_norm[i]].diff()
    asl.df[norm_delta_polar[i]].fillna(0, inplace=True)
    
asl.df.head()
Out[21]:
left-x left-y right-x right-y nose-x nose-y speaker grnd-ry grnd-rx grnd-ly ... norm-rr norm-rtheta ndelta-rx ndelta-ry ndelta-lx ndelta-ly ndelta-rr ndelta-rtheta ndelta-lr ndelta-ltheta
video frame
98 0 149 181 170 175 161 62 woman-1 113 9 119 ... 1.573439 0.959419 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
1 149 181 170 175 161 62 woman-1 113 9 119 ... 1.573439 0.959419 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
2 149 181 170 175 161 62 woman-1 113 9 119 ... 1.573439 0.959419 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
3 149 181 170 175 161 62 woman-1 113 9 119 ... 1.573439 0.959419 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
4 149 181 170 175 161 62 woman-1 113 9 119 ... 1.573439 0.959419 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0

5 rows × 51 columns

In [22]:
# deleting useless data from asl.df
features_to_drop = [cart_means, cart_stds, polar_means, polar_stds]
for features in features_to_drop:
    for feature in features:
        del(asl.df[feature])

asl.df.head()
Out[22]:
left-x left-y right-x right-y nose-x nose-y speaker grnd-ry grnd-rx grnd-ly ... norm-rr norm-rtheta ndelta-rx ndelta-ry ndelta-lx ndelta-ly ndelta-rr ndelta-rtheta ndelta-lr ndelta-ltheta
video frame
98 0 149 181 170 175 161 62 woman-1 113 9 119 ... 1.573439 0.959419 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
1 149 181 170 175 161 62 woman-1 113 9 119 ... 1.573439 0.959419 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
2 149 181 170 175 161 62 woman-1 113 9 119 ... 1.573439 0.959419 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
3 149 181 170 175 161 62 woman-1 113 9 119 ... 1.573439 0.959419 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
4 149 181 170 175 161 62 woman-1 113 9 119 ... 1.573439 0.959419 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0

5 rows × 35 columns

In [23]:
# TODO define a list named 'features_custom' for building the training set

features_custom = ['ndelta-rx', 'ndelta-ry', 'ndelta-lx', 'ndelta-ly']

Question 1: What custom features did you choose for the features_custom set and why?

Answer 1: The chosen faetures were norm_delta_cartesian. The eperimental reason is the higher LogL value generated when run in simulations with other features set. This result is not unanticipate, delta features is known to encode more information about sign language movements than fixed points data (Starner 1998), and between data from coordinate value itself the normalized version performed better, since the data becames more person independent. The combination of the two creates a feature set that captures movement and is person independent.

Another expected feature set was norm_delta_polar for the same reasons as the other, and indeed it outperformed every other feature set but the chosen one.

Features Unit Testing

Run the following unit tests as a sanity check on the defined "ground", "norm", "polar", and 'delta" feature sets. The test simply looks for some valid values but is not exhaustive. However, the project should not be submitted if these tests don't pass.

In [22]:
import unittest
# import numpy as np

class TestFeatures(unittest.TestCase):

    def test_features_ground(self):
        sample = (asl.df.ix[98, 1][features_ground]).tolist()
        self.assertEqual(sample, [9, 113, -12, 119])

    def test_features_norm(self):
        sample = (asl.df.ix[98, 1][features_norm]).tolist()
        np.testing.assert_almost_equal(sample, [ 1.153,  1.663, -0.891,  0.742], 3)

    def test_features_polar(self):
        sample = (asl.df.ix[98,1][features_polar]).tolist()
        np.testing.assert_almost_equal(sample, [113.3578, 0.0794, 119.603, -0.1005], 3)
        
    def test_features_delta(self):
        sample = (asl.df.ix[98, 0][features_delta]).tolist()
        self.assertEqual(sample, [0, 0, 0, 0])
        sample = (asl.df.ix[98, 18][features_delta]).tolist()
        self.assertTrue(sample in [[-16, -5, -2, 4], [-14, -9, 0, 0]], "Sample value found was {}".format(sample))
                         
suite = unittest.TestLoader().loadTestsFromModule(TestFeatures())
unittest.TextTestRunner().run(suite)
....
----------------------------------------------------------------------
Ran 4 tests in 0.022s

OK
Out[22]:
<unittest.runner.TextTestResult run=4 errors=0 failures=0>

PART 2: Model Selection

Model Selection Tutorial

The objective of Model Selection is to tune the number of states for each word HMM prior to testing on unseen data. In this section you will explore three methods:

  • Log likelihood using cross-validation folds (CV)
  • Bayesian Information Criterion (BIC)
  • Discriminative Information Criterion (DIC)
Train a single word

Now that we have built a training set with sequence data, we can "train" models for each word. As a simple starting example, we train a single word using Gaussian hidden Markov models (HMM). By using the fit method during training, the Baum-Welch Expectation-Maximization (EM) algorithm is invoked iteratively to find the best estimate for the model for the number of hidden states specified from a group of sample seequences. For this example, we assume the correct number of hidden states is 3, but that is just a guess. How do we know what the "best" number of states for training is? We will need to find some model selection technique to choose the best parameter.

In [23]:
import warnings
from hmmlearn.hmm import GaussianHMM

def train_a_word(word, num_hidden_states, features):
    
    warnings.filterwarnings("ignore", category=DeprecationWarning)
    training = asl.build_training(features)  # WordsData object
    X, lengths = training.get_word_Xlengths(word)
    model = GaussianHMM(n_components=num_hidden_states, n_iter=1000).fit(X, lengths)
    logL = model.score(X, lengths)
    return model, logL

demoword = 'BOOK'
model, logL = train_a_word(demoword, 3, features_ground)
print("Number of states trained in model for {} is {}".format(demoword, model.n_components))
print("logL = {}".format(logL))
Number of states trained in model for BOOK is 3
logL = -2331.1138127433205

The HMM model has been trained and information can be pulled from the model, including means and variances for each feature and hidden state. The log likelihood for any individual sample or group of samples can also be calculated with the score method.

In [24]:
def show_model_stats(word, model):
    print("Number of states trained in model for {} is {}".format(word, model.n_components))    
    variance=np.array([np.diag(model.covars_[i]) for i in range(model.n_components)])
    for i in range(model.n_components):  # for each hidden state
        print("hidden state #{}".format(i))
        print("mean = ", model.means_[i])
        print("variance = ", variance[i])
        print()
    
show_model_stats(demoword, model)
Number of states trained in model for BOOK is 3
hidden state #0
mean =  [-11.45300909  94.109178    19.03512475 102.2030162 ]
variance =  [ 77.403668   203.35441965  26.68898447 156.12444034]

hidden state #1
mean =  [-3.46504869 50.66686933 14.02391587 52.04731066]
variance =  [49.12346305 43.04799144 39.35109609 47.24195772]

hidden state #2
mean =  [-1.12415027 69.44164191 17.02866283 77.7231196 ]
variance =  [19.70434594 16.83041492 30.51552305 11.03678246]

Try it!

Experiment by changing the feature set, word, and/or num_hidden_states values in the next cell to see changes in values.

In [26]:
my_testword = 'CHOCOLATE'
model, logL = train_a_word(my_testword, 8, features_custom) # Experiment here with different parameters
show_model_stats(my_testword, model)
print("logL = {}".format(logL))
Number of states trained in model for CHOCOLATE is 8
hidden state #0
mean =  [-1.85312448 -0.24577387 -0.39014263  0.22817316]
variance =  [0.00817329 0.00126057 0.0051453  0.01549703]

hidden state #1
mean =  [-0.82056099 -0.2440274  -0.49134196  0.17714994]
variance =  [0.11460041 0.01181247 0.00360059 0.00946517]

hidden state #2
mean =  [-0.90004266 -0.17910543 -0.04554294  0.53767424]
variance =  [0.00108003 0.01100833 0.01099692 0.00881116]

hidden state #3
mean =  [-1.65208958 -0.53357748 -0.18205255  0.88423623]
variance =  [0.03728608 0.04557645 0.00413895 0.0136116 ]

hidden state #4
mean =  [ 0.18302007 -0.42887848 -0.48498368  0.4286779 ]
variance =  [0.02316116 0.00350146 0.00779273 0.06963096]

hidden state #5
mean =  [-0.68825457 -0.47181173  0.18351751  0.59942231]
variance =  [0.04525453 0.08136263 0.03807506 0.01512759]

hidden state #6
mean =  [-0.43983589 -0.18177163 -0.25052603  0.62780063]
variance =  [0.0333588  0.0035393  0.00621128 0.00741521]

hidden state #7
mean =  [-1.50085452  0.02753854  0.11246513  0.06806922]
variance =  [0.01200431 0.01897348 0.02975472 0.00507732]

logL = 180.58272970304455
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
In [27]:
features_concat = ['norm-lr', 'norm-ltheta', 'norm-rr', 'norm-rtheta', 'delta-rx', 'delta-ry', 'delta-lx', 'delta-ly']
Visualize the hidden states

We can plot the means and variances for each state and feature. Try varying the number of states trained for the HMM model and examine the variances. Are there some models that are "better" than others? How can you tell? We would like to hear what you think in the classroom online.

In [ ]:
def simulation_stats(sim_data):
    for features in sim_data:
        print("features tested: {}".format(features[1]))
        for hidden_states in features[0]:
            print("hidden states: {}".format(hidden_states[-1]))
            print("mean and std: {} and {}".format(hidden_states[0], hidden_states[1]))
        means = [features[0][i][0] for i in range(len(features[0]))]
        stds = [features[0][i][1] for i in range(len(features[0]))] 
        total_mean = np.array(means).mean()
        total_std = np.array(stds).mean()
        print("Overall mean and deviation for this set of features: {} and {}".format(total_mean, total_std))
        print('\n')
In [ ]:
polar_norm = ['norm-lr', 'norm-ltheta', 'norm-rr', 'norm-rtheta']
norm_delta_cartesian = ['ndelta-rx', 'ndelta-ry', 'ndelta-lx', 'ndelta-ly']
In [ ]:
%matplotlib inline
In [ ]:
import math
from matplotlib import (cm, pyplot as plt, mlab)

def visualize(word, model):
    """ visualize the input model for a particular word """
    variance=np.array([np.diag(model.covars_[i]) for i in range(model.n_components)])
    figures = []
    for parm_idx in range(len(model.means_[0])):
        xmin = int(min(model.means_[:,parm_idx]) - max(variance[:,parm_idx]))
        xmax = int(max(model.means_[:,parm_idx]) + max(variance[:,parm_idx]))
        fig, axs = plt.subplots(model.n_components, sharex=True, sharey=False)
        colours = cm.rainbow(np.linspace(0, 1, model.n_components))
        for i, (ax, colour) in enumerate(zip(axs, colours)):
            x = np.linspace(xmin, xmax, 100)
            mu = model.means_[i,parm_idx]
            sigma = math.sqrt(np.diag(model.covars_[i])[parm_idx])
            ax.plot(x, mlab.normpdf(x, mu, sigma), c=colour)
            ax.set_title("{} feature {} hidden state #{}".format(word, parm_idx, i))

            ax.grid(True)
        figures.append(plt)
    for p in figures:
        p.show()
        
visualize(my_testword, model)
ModelSelector class

Review the ModelSelector class from the codebase found in the my_model_selectors.py module. It is designed to be a strategy pattern for choosing different model selectors. For the project submission in this section, subclass SelectorModel to implement the following model selectors. In other words, you will write your own classes/functions in the my_model_selectors.py module and run them from this notebook:

  • SelectorCV: Log likelihood with CV
  • SelectorBIC: BIC
  • SelectorDIC: DIC

You will train each word in the training set with a range of values for the number of hidden states, and then score these alternatives with the model selector, choosing the "best" according to each strategy. The simple case of training with a constant value for n_components can be called using the provided SelectorConstant subclass as follow:

In [235]:
from my_model_selectors import SelectorConstant

training = asl.build_training(features_ground)  # Experiment here with different feature sets defined in part 1
word = 'VEGETABLE' # Experiment here with different words
model = SelectorConstant(training.get_all_sequences(), training.get_all_Xlengths(), word, n_constant=3).select()
print("Number of states trained in model for {} is {}".format(word, model.n_components))
Number of states trained in model for VEGETABLE is 3
Cross-validation folds

If we simply score the model with the Log Likelihood calculated from the feature sequences it has been trained on, we should expect that more complex models will have higher likelihoods. However, that doesn't tell us which would have a better likelihood score on unseen data. The model will likely be overfit as complexity is added. To estimate which topology model is better using only the training data, we can compare scores using cross-validation. One technique for cross-validation is to break the training set into "folds" and rotate which fold is left out of training. The "left out" fold scored. This gives us a proxy method of finding the best model to use on "unseen data". In the following example, a set of word sequences is broken into three folds using the scikit-learn Kfold class object. When you implement SelectorCV, you will use this technique.

In [236]:
from sklearn.model_selection import KFold

training = asl.build_training(features_ground) # Experiment here with different feature sets
word = 'VEGETABLE' # Experiment here with different words
word_sequences = training.get_word_sequences(word)
split_method = KFold()
for cv_train_idx, cv_test_idx in split_method.split(word_sequences):
    print("Train fold indices:{} Test fold indices:{}".format(cv_train_idx, cv_test_idx))  # view indices of the folds
Train fold indices:[2 3 4 5] Test fold indices:[0 1]
Train fold indices:[0 1 4 5] Test fold indices:[2 3]
Train fold indices:[0 1 2 3] Test fold indices:[4 5]
In [240]:
print(len(word_sequences[0][0]))
4

Tip: In order to run hmmlearn training using the X,lengths tuples on the new folds, subsets must be combined based on the indices given for the folds. A helper utility has been provided in the asl_utils module named combine_sequences for this purpose.

Scoring models with other criterion

Scoring model topologies with BIC balances fit and complexity within the training set for each word. In the BIC equation, a penalty term penalizes complexity to avoid overfitting, so that it is not necessary to also use cross-validation in the selection process. There are a number of references on the internet for this criterion. These slides include a formula you may find helpful for your implementation.

The advantages of scoring model topologies with DIC over BIC are presented by Alain Biem in this reference (also found here). DIC scores the discriminant ability of a training set for one word against competing words. Instead of a penalty term for complexity, it provides a penalty if model liklihoods for non-matching words are too similar to model likelihoods for the correct word in the word set.

Model Selection Implementation Submission

Implement SelectorCV, SelectorBIC, and SelectorDIC classes in the my_model_selectors.py module. Run the selectors on the following five words. Then answer the questions about your results.

Tip: The hmmlearn library may not be able to train or score all models. Implement try/except contructs as necessary to eliminate non-viable models from consideration.

In [26]:
words_to_train = ['FISH', 'BOOK', 'VEGETABLE', 'FUTURE', 'JOHN']
import timeit
In [27]:
# autoreload for automatically reloading changes made in my_model_selectors and my_recognizer
%load_ext autoreload
%autoreload 2
In [30]:
# TODO: Implement SelectorCV in my_model_selector.py
from my_model_selectors import SelectorCV

training = asl.build_training(features_ground)  # Experiment here with different feature sets defined in part 1
sequences = training.get_all_sequences()
Xlengths = training.get_all_Xlengths()
for word in words_to_train:
    start = timeit.default_timer()
    model = SelectorCV(sequences, Xlengths, word, 
                    min_n_components=2, max_n_components=15, random_state = 14).select()
    end = timeit.default_timer()-start
    try:
        if model is not None:
            print("Training complete for {} with {} states with time {} seconds".format(word, model.n_components, end))
        else:
            print("Training failed for {}".format(word))
    except:
        print(model, type(model))
word FISH has lass than 3 examples. Cannot split
word FISH has lass than 3 examples. Cannot split
word FISH has lass than 3 examples. Cannot split
word FISH has lass than 3 examples. Cannot split
word FISH has lass than 3 examples. Cannot split
word FISH has lass than 3 examples. Cannot split
word FISH has lass than 3 examples. Cannot split
word FISH has lass than 3 examples. Cannot split
word FISH has lass than 3 examples. Cannot split
word FISH has lass than 3 examples. Cannot split
word FISH has lass than 3 examples. Cannot split
word FISH has lass than 3 examples. Cannot split
word FISH has lass than 3 examples. Cannot split
word FISH has lass than 3 examples. Cannot split
(None, None) <class 'tuple'>
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
Training complete for BOOK with 6 states with time 3.3314114490058273 seconds
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Training complete for VEGETABLE with 2 states with time 1.674956897040829 seconds
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Training complete for FUTURE with 2 states with time 3.1661358780111186 seconds
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
Training complete for JOHN with 12 states with time 30.79168204002781 seconds
In [32]:
# TODO: Implement SelectorBIC in module my_model_selectors.py
from my_model_selectors import SelectorBIC

training = asl.build_training(features_ground)  # Experiment here with different feature sets defined in part 1
sequences = training.get_all_sequences()
Xlengths = training.get_all_Xlengths()
for word in words_to_train:
    start = timeit.default_timer()
    model = SelectorBIC(sequences, Xlengths, word, 
                    min_n_components=2, max_n_components=15, random_state = 14).select()
    end = timeit.default_timer()-start
    if model is not None:
        print("Training complete for {} with {} states with time {} seconds".format(word, model.n_components, end))
    else:
        print("Training failed for {}".format(word))
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Model 6 did not score for own word: FISH
Model 7 did not score for own word: FISH
Model 8 did not score for own word: FISH
Model 9 did not score for own word: FISH
Model 10 did not score for own word: FISH
Model 11 did not score for own word: FISH
Model 12 did not score for own word: FISH
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Model 13 did not score for own word: FISH
Model 14 did not score for own word: FISH
Model 15 did not score for own word: FISH
Training complete for FISH with 5 states with time 0.445737364992965 seconds
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
Training complete for BOOK with 9 states with time 1.7383175229770131 seconds
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Training complete for VEGETABLE with 15 states with time 0.721308110980317 seconds
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Training complete for FUTURE with 9 states with time 1.810879475029651 seconds
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
Training complete for JOHN with 14 states with time 16.13180749397725 seconds
In [33]:
# TODO: Implement SelectorDIC in module my_model_selectors.py

from my_model_selectors import SelectorDIC

training = asl.build_training(features_ground)  # Experiment here with different feature sets defined in part 1
sequences = training.get_all_sequences()
Xlengths = training.get_all_Xlengths()
for word in words_to_train:
    start = timeit.default_timer()
    model = SelectorDIC(sequences, Xlengths, word, 
                    min_n_components=2, max_n_components=15, random_state = 14).select()
    end = timeit.default_timer()-start
    if model is not None:
        print("Training complete for {} with {} states with time {} seconds".format(word, model.n_components, end))
    else:
        print("Training failed for {}".format(word))
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Model did not score for own word: FISH
Model did not score for own word: FISH
Model did not score for own word: FISH
Model did not score for own word: FISH
Model did not score for own word: FISH
Model did not score for own word: FISH
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Model did not score for own word: FISH
Model did not score for own word: FISH
Model did not score for own word: FISH
Model did not score for own word: FISH
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Training complete for FISH with 3 states with time 0.8127054499927908 seconds
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
Training complete for BOOK with 15 states with time 3.2827971890219487 seconds
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Training complete for VEGETABLE with 15 states with time 2.090099297987763 seconds
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Training complete for FUTURE with 15 states with time 3.3849718809942715 seconds
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
Training complete for JOHN with 15 states with time 16.49092550104251 seconds

Simulations for data collection and analysis

Feature testing

In [115]:
def build_models(word_list, hmm_hidden_states, features):
    logls = []
    for word in word_list:
        model, logL = train_a_word(word, hmm_hidden_states, features) # Experiment here with different parameters
        print("logL = {} for word {} and {} hidden states".format(logL, word, hmm_hidden_states))
        logls.append(logL)
    mean_logl_state = np.array(logls).mean()
    std_logl_state = np.array(logls).std()
    return mean_logl_state, std_logl_state

def varying_hmm_states(word_list, hmm_states_list, features):
    data = []
    for hmm_state in hmm_states_list:
        print("Models with {} hidden states".format(hmm_state))
        mean_logl, std_logl = build_models(word_list, hmm_state, features)
        data.append([mean_logl, std_logl, hmm_state])
    return data

def run_simulations(word_list, hmm_hidden_list, features_lists):
    data = []
    for features in features_lists:
        print("Starting with features: {}".format(features))
        features_data = varying_hmm_states(word_list, hmm_hidden_list, features)
        data.append([features_data, features])
    return data

def simulation_stats(sim_data):
    for features in sim_data:
        print("features tested: {}".format(features[1]))
        for hidden_states in features[0]:
            print("hidden states: {}".format(hidden_states[-1]))
            print("mean and std: {} and {}".format(hidden_states[0], hidden_states[1]))
        means = [features[0][i][0] for i in range(len(features[0]))]
        stds = [features[0][i][1] for i in range(len(features[0]))] 
        total_mean = np.array(means).mean()
        total_std = np.array(stds).mean()
        print("Overall mean and deviation for this set of features: {} and {}".format(total_mean, total_std))
        print('\n')
In [116]:
features_ground = ['grnd-rx','grnd-ry','grnd-lx','grnd-ly']
features_delta = ['delta-rx', 'delta-ry', 'delta-lx', 'delta-ly']
features_norm = ['norm-rx', 'norm-ry', 'norm-lx','norm-ly']
polar_norm = ['norm-lr', 'norm-ltheta', 'norm-rr', 'norm-rtheta']
norm_delta_cartesian = ['ndelta-rx', 'ndelta-ry', 'ndelta-lx', 'ndelta-ly']
norm_delta_polar = ['ndelta-rr', 'ndelta-rtheta', 'ndelta-lr', 'ndelta-ltheta']
features_custom2 = ['norm-lr', 'norm-rr']

wordlist = ['CAN', 'WRITE', 'BLAME', 'YESTERDAY', 'CHOCOLATE'] #, 'HERE', 'THINK', 'OLD', 'SHOULD', 'FUTURE']       
hmm_list = range(4,7)
features_lists = [features_ground, features_delta, features_norm, polar_norm, norm_delta_cartesian, norm_delta_polar, features_custom2]
In [121]:
features_lists2 = [norm_delta_cartesian, norm_delta_polar, features_custom2]
run_simulations(wordlist, hmm_list, features_lists2)
Starting with features: ['ndelta-rx', 'ndelta-ry', 'ndelta-lx', 'ndelta-ly']
Models with 4 hidden states
logL = 378.4930764159967 for word CAN and 4 hidden states
logL = 107.81166545493308 for word WRITE and 4 hidden states
logL = 87.7778828208825 for word BLAME and 4 hidden states
logL = 749.3854270976602 for word YESTERDAY and 4 hidden states
logL = 262.7370207859011 for word CHOCOLATE and 4 hidden states
Models with 5 hidden states
logL = 397.4898892802856 for word CAN and 5 hidden states
logL = 117.10918613637232 for word WRITE and 5 hidden states
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
logL = 101.2617651248623 for word BLAME and 5 hidden states
logL = 727.0485440779587 for word YESTERDAY and 5 hidden states
logL = 262.79761940081573 for word CHOCOLATE and 5 hidden states
Models with 6 hidden states
logL = 425.1142097601988 for word CAN and 6 hidden states
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
logL = 124.13723233208124 for word WRITE and 6 hidden states
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
logL = 109.13976784511115 for word BLAME and 6 hidden states
logL = 810.9255555113224 for word YESTERDAY and 6 hidden states
logL = 277.76668679072776 for word CHOCOLATE and 6 hidden states
Starting with features: ['ndelta-rr', 'ndelta-rtheta', 'ndelta-lr', 'ndelta-ltheta']
Models with 4 hidden states
logL = 418.4769955767155 for word CAN and 4 hidden states
logL = 93.95558866913291 for word WRITE and 4 hidden states
logL = 87.79312496383534 for word BLAME and 4 hidden states
logL = 568.5555363903154 for word YESTERDAY and 4 hidden states
logL = 247.90913735594745 for word CHOCOLATE and 4 hidden states
Models with 5 hidden states
logL = 446.4041226069408 for word CAN and 5 hidden states
logL = 103.38364474140963 for word WRITE and 5 hidden states
logL = 104.72248587431058 for word BLAME and 5 hidden states
logL = 577.4215534184134 for word YESTERDAY and 5 hidden states
logL = 257.16180155594395 for word CHOCOLATE and 5 hidden states
Models with 6 hidden states
logL = 473.0493497698924 for word CAN and 6 hidden states
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
logL = 113.42567638791023 for word WRITE and 6 hidden states
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
logL = 121.3703601101987 for word BLAME and 6 hidden states
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
logL = 628.134197112458 for word YESTERDAY and 6 hidden states
logL = 292.52286522251956 for word CHOCOLATE and 6 hidden states
Starting with features: ['norm-lr', 'norm-rr']
Models with 4 hidden states
logL = -50.697902297155395 for word CAN and 4 hidden states
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
logL = 49.68784544474532 for word WRITE and 4 hidden states
logL = 23.25530196301412 for word BLAME and 4 hidden states
logL = 153.86572126940524 for word YESTERDAY and 4 hidden states
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
logL = 51.15174243146636 for word CHOCOLATE and 4 hidden states
Models with 5 hidden states
logL = -12.979908424841113 for word CAN and 5 hidden states
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
logL = 53.173845565931344 for word WRITE and 5 hidden states
logL = 32.69652770297081 for word BLAME and 5 hidden states
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
logL = 190.20065386156082 for word YESTERDAY and 5 hidden states
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
logL = 70.5087911722096 for word CHOCOLATE and 5 hidden states
Models with 6 hidden states
logL = 4.1479700059539795 for word CAN and 6 hidden states
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
logL = 57.9620079469129 for word WRITE and 6 hidden states
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
logL = 45.11234528645642 for word BLAME and 6 hidden states
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
logL = 220.00503005590727 for word YESTERDAY and 6 hidden states
logL = 76.96620054941634 for word CHOCOLATE and 6 hidden states
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Out[121]:
[[[[317.24101451507477, 240.82577719195797, 4],
   [321.14140080405895, 229.76940453003283, 5],
   [349.4166904478883, 257.813150855677, 6]],
  ['ndelta-rx', 'ndelta-ry', 'ndelta-lx', 'ndelta-ly']],
 [[[283.33807659118935, 187.06698873540955, 4],
   [297.81872163940363, 188.14861437979027, 5],
   [325.7004897205958, 200.54425293883503, 6]],
  ['ndelta-rr', 'ndelta-rtheta', 'ndelta-lr', 'ndelta-ltheta']],
 [[[45.45254176229513, 65.6375830205946, 4],
   [66.7199819755663, 67.75691431381745, 5],
   [80.83871076892937, 73.57098232408386, 6]],
  ['norm-lr', 'norm-rr']]]

Model selectors

SelectorCV

In [29]:
%load_ext autoreload
%autoreload 2
import my_model_selectors
import importlib as imp
imp.reload(my_model_selectors)
import timeit
The autoreload extension is already loaded. To reload it, use:
  %reload_ext autoreload
In [25]:
words_to_train = ['FISH', 'BOOK', 'VEGETABLE', 'FUTURE', 'JOHN']
In [264]:
# TODO: Implement SelectorCV in my_model_selector.py
from my_model_selectors import SelectorCV

model_CV = {}
data_CV = {}
training = asl.build_training(norm_delta_cartesian)  # Experiment here with different feature sets defined in part 1
sequences = training.get_all_sequences()
Xlengths = training.get_all_Xlengths()
for word in words_to_train:
    start = timeit.default_timer()
    model_CV[word], data_CV[word] = SelectorCV(sequences, Xlengths, word, 
                    min_n_components=2, max_n_components=15, random_state = 14).select(return_data=True)
    end = timeit.default_timer()-start
    try:
        if model is not None:
            print("Training complete for {} with {} states with time {} seconds".format(word, model_CV[word].n_components, end))
        else:
            print("Training failed for {}".format(word))
    except:
        type(type(model_CV[word]))
        print("Model for word {} was not created.".format(word))
there are 14 hidden states to be compared
Training complete for FISH with 7 states with time 0.4591339590260759 seconds
there are 14 hidden states to be compared
Training complete for BOOK with 4 states with time 4.114256325061433 seconds
there are 14 hidden states to be compared
Training complete for VEGETABLE with 2 states with time 1.7937026829458773 seconds
there are 14 hidden states to be compared
Training complete for FUTURE with 3 states with time 3.5508633160497993 seconds
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/hmm.py:251: RuntimeWarning: invalid value encountered in true_divide
  / (means_weight + denom))
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/numpy/core/_methods.py:26: RuntimeWarning: invalid value encountered in reduce
  return umr_maximum(a, axis, None, out, keepdims)
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/hmm.py:265: RuntimeWarning: invalid value encountered in maximum
  (covars_prior + cv_num) / np.maximum(cv_den, 1e-5)
Model 14 for word JOHN did not score in split 0
No model for word JOHN and size 14
there are 13 hidden states to be compared
Training complete for JOHN with 6 states with time 202.0128224720247 seconds
In [111]:
for word in data_CV:
    print(word)
    print(type(model_CV[word]))
    try:
        print("Model size: {}. Highest mean: {}".format(data_CV[word][0], data_CV[word][1]))
    except:
        print('Word {} has no data.'.format(word))
FISH
Word FISH has no data.
BOOK
Model size: 4. Highest mean: 254.0755922829952
VEGETABLE
Model size: 2. Highest mean: 243.8929126319208
FUTURE
Model size: 3. Highest mean: 218.34565588021852
JOHN
Model size: 6. Highest mean: 3381.7713809479615

SelectorBIC

In [31]:
from my_model_selectors import SelectorBIC

model_BIC = {}
data_BIC = {}

training = asl.build_training(norm_delta_cartesian)  # Experiment here with different feature sets defined in part 1
sequences = training.get_all_sequences()
Xlengths = training.get_all_Xlengths()
for word in words_to_train:
    start = timeit.default_timer()
    # model_BIC[word], data_BIC[word]
    model_BIC[word], data_BIC[word] = SelectorBIC(sequences, Xlengths, word, 
                    min_n_components=2, max_n_components=15, random_state = 14).select(return_data=True)
    end = timeit.default_timer()-start
    if model_BIC[word] is not None:
        print("Training complete for {} with {} states with time {} seconds".format(word, model_BIC[word].n_components, end))
    else:
        print("Training failed for {}".format(word))
24 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
Training complete for FISH with 2 states with time 0.4490633240202442 seconds
172 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Training complete for BOOK with 3 states with time 2.437388870981522 seconds
81 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/hmm.py:251: RuntimeWarning: invalid value encountered in true_divide
  / (means_weight + denom))
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/numpy/core/_methods.py:26: RuntimeWarning: invalid value encountered in reduce
  return umr_maximum(a, axis, None, out, keepdims)
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/hmm.py:265: RuntimeWarning: invalid value encountered in maximum
  (covars_prior + cv_num) / np.maximum(cv_den, 1e-5)
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
Training complete for VEGETABLE with 2 states with time 7.149249698035419 seconds
141 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
Training complete for FUTURE with 5 states with time 2.28591424098704 seconds
1189 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
Training complete for JOHN with 6 states with time 22.18702047399711 seconds
In [191]:
for word in data_BIC:
    print(word)
    print("Model size: {}. Lowest bic: {}".format(data_BIC[word].best_hmm, data_BIC[word].lowest_bic))
FISH
Model size: 4. Lowest bic: -416.1394832013745
BOOK
Model size: 5. Lowest bic: -1748.6465474086942
VEGETABLE
Model size: 2. Lowest bic: -1681.9503849312514
FUTURE
Model size: 5. Lowest bic: -1653.9682449424818
JOHN
Model size: 6. Lowest bic: -22604.715302912744

SelectorDIC

In [167]:
from my_model_selectors import SelectorDIC

data_DIC = {}
model_DIC = {}

training = asl.build_training(norm_delta_cartesian)  # Experiment here with different feature sets defined in part 1
sequences = training.get_all_sequences()
Xlengths = training.get_all_Xlengths()

for word in words_to_train:
    start = timeit.default_timer()
    model_DIC[word], data_DIC[word] = SelectorDIC(sequences, Xlengths, word, 
                    min_n_components=2, max_n_components=15, random_state = 14).select(True)
    end = timeit.default_timer()-start
    if model_DIC[word] is not None:
        print("Training complete for {} with {} states with time {} seconds".format(word, model_DIC[word].n_components, end))
    else:
        print("Training failed for {}".format(word))
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
Training complete for FISH with 2 states with time 1.8682929939823225 seconds
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Training complete for BOOK with 12 states with time 4.42393493198324 seconds
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/hmm.py:251: RuntimeWarning: invalid value encountered in true_divide
  / (means_weight + denom))
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/numpy/core/_methods.py:26: RuntimeWarning: invalid value encountered in reduce
  return umr_maximum(a, axis, None, out, keepdims)
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/hmm.py:265: RuntimeWarning: invalid value encountered in maximum
  (covars_prior + cv_num) / np.maximum(cv_den, 1e-5)
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
Training complete for VEGETABLE with 2 states with time 9.6701512549771 seconds
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
Training complete for FUTURE with 13 states with time 4.173703039996326 seconds
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
Training complete for JOHN with 4 states with time 26.026256943005137 seconds
In [170]:
for word in data_DIC:
    print(word)
    print("Model size: {}. Lowest bic: {}".format(data_DIC[word].best_hmm, data_DIC[word].highest_dic))
FISH
Model size: 2. Lowest bic: 1224.4451209071653
BOOK
Model size: 12. Lowest bic: 1011.2408309522906
VEGETABLE
Model size: 2. Lowest bic: 5976.659284384235
FUTURE
Model size: 13. Lowest bic: 862.3462516491295
JOHN
Model size: 4. Lowest bic: 11285.283251551366

Question 2: Compare and contrast the possible advantages and disadvantages of the various model selectors implemented.

Answer 2: SelectorCV and SelectorBIC use different method for dealing with over-fitting, CV uses cross validation on training and scoring so the tests performed would be on unseen data, and SelectorBIC has in its computation a model-fitting term and another that penalizes complexity (number of parameters and training data in the model) (Biem, 2003). While SelectorCV and SelectorBIC both focus on estimating models using within class statistics, SelectorDIC uses data from every class to select the model with that is less likely to have generated data belonging to competing classification categories (Biem, 2003), which is why the selector is called discriminative. BIC has shown to be the quickest one to train, which may be explained by the extra computations the other models have to perform (cross folding in CV and scoring the model for every word in DIC, taking almost twice as much).

Model Selector Unit Testing

Run the following unit tests as a sanity check on the implemented model selectors. The test simply looks for valid interfaces but is not exhaustive. However, the project should not be submitted if these tests don't pass.

In [26]:
%load_ext autoreload
%autoreload 2
import my_model_selectors
import importlib as imp
imp.reload(my_model_selectors)
The autoreload extension is already loaded. To reload it, use:
  %reload_ext autoreload
Out[26]:
<module 'my_model_selectors' from '/Users/lucasfonseca/Documents/Education/Udacity/Artificial Intelligence Engineer/Foundations of AI/project-sl-recognizer/aind_p4_sign_language_recognizer/my_model_selectors.py'>
In [27]:
from asl_test_model_selectors import TestSelectors
suite = unittest.TestLoader().loadTestsFromModule(TestSelectors())
unittest.TextTestRunner().run(suite)
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
../Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
Best model for word John: 7
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
./Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
.
----------------------------------------------------------------------
Ran 4 tests in 48.649s

OK
Out[27]:
<unittest.runner.TextTestResult run=4 errors=0 failures=0>

PART 3: Recognizer

The objective of this section is to "put it all together". Using the four feature sets created and the three model selectors, you will experiment with the models and present your results. Instead of training only five specific words as in the previous section, train the entire set with a feature set and model selector strategy.

Recognizer Tutorial

Train the full training set

The following example trains the entire set with the example features_ground and SelectorConstant features and model selector. Use this pattern for you experimentation and final submission cells.

In [32]:
from my_model_selectors import SelectorConstant, SelectorBIC

def train_all_words(features, model_selector):
    training = asl.build_training(features)  # Experiment here with different feature sets defined in part 1
    sequences = training.get_all_sequences()
    Xlengths = training.get_all_Xlengths()
    model_dict = {}
    for word in training.words:
        model = model_selector(sequences, Xlengths, word, 
                        n_constant=3).select()
        model_dict[word]=model
    return model_dict

# models_BIC = train_all_words(norm_delta_cartesian, SelectorBIC)
# print("Number of word models returned = {}".format(len(models)))
In [281]:
print(models.keys())
print(len(list(models.keys())))
dict_keys(['JOHN', 'WRITE', 'HOMEWORK', 'IX-1P', 'SEE', 'YESTERDAY', 'IX', 'LOVE', 'MARY', 'CAN', 'GO', 'GO1', 'FUTURE', 'GO2', 'PARTY', 'FUTURE1', 'HIT', 'BLAME', 'FRED', 'FISH', 'WONT', 'EAT', 'BUT', 'CHICKEN', 'VEGETABLE', 'CHINA', 'PEOPLE', 'PREFER', 'BROCCOLI', 'LIKE', 'LEAVE', 'SAY', 'BUY', 'HOUSE', 'KNOW', 'CORN', 'CORN1', 'THINK', 'NOT', 'PAST', 'LIVE', 'CHICAGO', 'CAR', 'SHOULD', 'DECIDE', 'VISIT', 'MOVIE', 'WANT', 'SELL', 'TOMORROW', 'NEXT-WEEK', 'NEW-YORK', 'LAST-WEEK', 'WILL', 'FINISH', 'ANN', 'READ', 'BOOK', 'CHOCOLATE', 'FIND', 'SOMETHING-ONE', 'POSS', 'BROTHER', 'ARRIVE', 'HERE', 'GIVE', 'MAN', 'NEW', 'COAT', 'WOMAN', 'GIVE1', 'HAVE', 'FRANK', 'BREAK-DOWN', 'SEARCH-FOR', 'WHO', 'WHAT', 'LEG', 'FRIEND', 'CANDY', 'BLUE', 'SUE', 'BUY1', 'STOLEN', 'OLD', 'STUDENT', 'VIDEOTAPE', 'BORROW', 'MOTHER', 'POTATO', 'TELL', 'BILL', 'THROW', 'APPLE', 'NAME', 'SHOOT', 'SAY-1P', 'SELF', 'GROUP', 'JANA', 'TOY1', 'MANY', 'TOY', 'ALL', 'BOY', 'TEACHER', 'GIRL', 'BOX', 'GIVE2', 'GIVE3', 'GET', 'PUTASIDE'])
112
Load the test set

The build_test method in ASLdb is similar to the build_training method already presented, but there are a few differences:

  • the object is type SinglesData
  • the internal dictionary keys are the index of the test word rather than the word itself
  • the getter methods are get_all_sequences, get_all_Xlengths, get_item_sequences and get_item_Xlengths
In [282]:
test_set = asl.build_test(features_ground)
print("Number of test set items: {}".format(test_set.num_items))
print("Number of test set sentences: {}".format(len(test_set.sentences_index)))
Number of test set items: 178
Number of test set sentences: 40

Recognizer Implementation Submission

For the final project submission, students must implement a recognizer following guidance in the my_recognizer.py module. Experiment with the four feature sets and the three model selection methods (that's 12 possible combinations). You can add and remove cells for experimentation or run the recognizers locally in some other way during your experiments, but retain the results for your discussion. For submission, you will provide code cells of only three interesting combinations for your discussion (see questions below). At least one of these should produce a word error rate of less than 60%, i.e. WER < 0.60 .

Tip: The hmmlearn library may not be able to train or score all models. Implement try/except contructs as necessary to eliminate non-viable models from consideration.

In [41]:
# TODO implement the recognize method in my_recognizer
from my_recognizer import recognize
from asl_utils import show_errors
%load_ext autoreload
%autoreload 2
import my_model_selectors
from my_model_selectors import SelectorCV, SelectorBIC, SelectorDIC
import importlib as imp
imp.reload(my_model_selectors)
The autoreload extension is already loaded. To reload it, use:
  %reload_ext autoreload
Out[41]:
<module 'my_model_selectors' from '/Users/lucasfonseca/Documents/Education/Udacity/Artificial Intelligence Engineer/Foundations of AI/project-sl-recognizer/aind_p4_sign_language_recognizer/my_model_selectors.py'>
In [174]:
features_ground = ['grnd-rx','grnd-ry','grnd-lx','grnd-ly']
features_delta = ['delta-rx', 'delta-ry', 'delta-lx', 'delta-ly']
features_norm = ['norm-rx', 'norm-ry', 'norm-lx','norm-ly']
polar_norm = ['norm-lr', 'norm-ltheta', 'norm-rr', 'norm-rtheta']
norm_delta_cartesian = ['ndelta-rx', 'ndelta-ry', 'ndelta-lx', 'ndelta-ly']
norm_delta_polar = ['ndelta-rr', 'ndelta-rtheta', 'ndelta-lr', 'ndelta-ltheta']
features_custom2 = ['norm-lr', 'norm-rr']
In [37]:
import timeit
class RecognizerData(object):
    def __init__(self, features, model_selector, test_set, models, probabilities, guesses, sim_time, data=None):
        self.features = features
        self.model_selector = model_selector
        self.models = models
        self.probabilities = probabilities
        self.guesses = guesses
        self.time = sim_time
        self.test_set = test_set
        self.training_data = data
    
def train_all_words_lucas(asl, training, features, model_selector, return_training_data=False):
    sequences = training.get_all_sequences()
    Xlengths = training.get_all_Xlengths()
    model_dict = {}
    if return_training_data:
        data_dict = {}
        for word in training.words:
            try:
                model, data_dict[word] = model_selector(sequences, Xlengths, word, 
                                n_constant=3).select(True)
                model_dict[word] = model
            except:
                print('No model was created for word {}'.format(word))
        return model_dict, data_dict
    else:
        for word in training.words:
            try:
                model = model_selector(sequences, Xlengths, word, 
                            n_constant=3).select()
                model_dict[word] = model
            except:
                print('No model was created for word {}'.format(word))
        return model_dict

def multiple_recognizer(asl, features_list, model_selectors, return_training_data=False):
    data = []
    for features in features_list:
        test_set = asl.build_test(features)
        training = asl.build_training(features)
        if return_training_data:
            for model_selector in model_selectors:
                start = timeit.default_timer()
                models , data_training = train_all_words_lucas(asl, training, features, model_selector, return_training_data)
                probabilities, guesses = recognize(models, test_set)
                sim_time = timeit.default_timer()-start
                data.append(RecognizerData(features, model_selector, test_set, models, probabilities, guesses, sim_time, data_training))
        else:
            print('not returning data')
            for model_selector in model_selectors:
                start = timeit.default_timer()
                models = train_all_words_lucas(asl, training, features, model_selector)
                probabilities, guesses = recognize(models, test_set)
                sim_time = timeit.default_timer()-start
                data.append(RecognizerData(features, model_selector, test_set, models, probabilities, guesses, sim_time))
                print(data.training_data)
    return data
In [185]:
# features_norm
features_list = [features_norm]
model_selectors = [SelectorCV, SelectorBIC, SelectorDIC]
features_norm_data = multiple_recognizer(asl, features_list, model_selectors, True)
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
[<__main__.RecognizerData object at 0x1a1c48c2b0>, <__main__.RecognizerData object at 0x10e426da0>, <__main__.RecognizerData object at 0x10eae06a0>]
{'JOHN': <my_model_selectors.TrainingDataCV object at 0x1a1c48c320>, 'WRITE': <my_model_selectors.TrainingDataCV object at 0x1a1c48c470>, 'HOMEWORK': <my_model_selectors.TrainingDataCV object at 0x1a1c48c2e8>, 'IX-1P': <my_model_selectors.TrainingDataCV object at 0x1a1c48c550>, 'SEE': <my_model_selectors.TrainingDataCV object at 0x1a1c48c588>, 'YESTERDAY': <my_model_selectors.TrainingDataCV object at 0x1a1c48c5f8>, 'IX': <my_model_selectors.TrainingDataCV object at 0x1a1c48c828>, 'LOVE': <my_model_selectors.TrainingDataCV object at 0x1a1c48c710>, 'MARY': <my_model_selectors.TrainingDataCV object at 0x1a1c48c8d0>, 'CAN': <my_model_selectors.TrainingDataCV object at 0x1a1c48c668>, 'GO': <my_model_selectors.TrainingDataCV object at 0x1a1c48c7b8>, 'GO1': <my_model_selectors.TrainingDataCV object at 0x1a1c48ca58>, 'FUTURE': <my_model_selectors.TrainingDataCV object at 0x1a1c48ca90>, 'GO2': <my_model_selectors.TrainingDataCV object at 0x1a1c48cc50>, 'PARTY': <my_model_selectors.TrainingDataCV object at 0x1a1c48cac8>, 'FUTURE1': <my_model_selectors.TrainingDataCV object at 0x1a1c48cd68>, 'HIT': <my_model_selectors.TrainingDataCV object at 0x1a1c48cef0>, 'BLAME': <my_model_selectors.TrainingDataCV object at 0x1a1c48cdd8>, 'FRED': <my_model_selectors.TrainingDataCV object at 0x1a1c48cfd0>, 'FISH': <my_model_selectors.TrainingDataCV object at 0x1a1c48cf60>, 'WONT': <my_model_selectors.TrainingDataCV object at 0x1a1c48ceb8>, 'EAT': <my_model_selectors.TrainingDataCV object at 0x10e3f52b0>, 'BUT': <my_model_selectors.TrainingDataCV object at 0x10e3f5320>, 'CHICKEN': <my_model_selectors.TrainingDataCV object at 0x10e3f5208>, 'VEGETABLE': <my_model_selectors.TrainingDataCV object at 0x10e3f5438>, 'CHINA': <my_model_selectors.TrainingDataCV object at 0x10e3f5518>, 'PEOPLE': <my_model_selectors.TrainingDataCV object at 0x10e3f5588>, 'PREFER': <my_model_selectors.TrainingDataCV object at 0x10e3f55c0>, 'BROCCOLI': <my_model_selectors.TrainingDataCV object at 0x10e3f55f8>, 'LIKE': <my_model_selectors.TrainingDataCV object at 0x10e3f56d8>, 'LEAVE': <my_model_selectors.TrainingDataCV object at 0x10e3f5748>, 'SAY': <my_model_selectors.TrainingDataCV object at 0x10e3f5710>, 'BUY': <my_model_selectors.TrainingDataCV object at 0x10e3f57f0>, 'HOUSE': <my_model_selectors.TrainingDataCV object at 0x10e3f5860>, 'KNOW': <my_model_selectors.TrainingDataCV object at 0x10e3f5978>, 'CORN': <my_model_selectors.TrainingDataCV object at 0x10e3f5a20>, 'CORN1': <my_model_selectors.TrainingDataCV object at 0x10e3f5c50>, 'THINK': <my_model_selectors.TrainingDataCV object at 0x10e3f5be0>, 'NOT': <my_model_selectors.TrainingDataCV object at 0x10e3f59e8>, 'PAST': <my_model_selectors.TrainingDataCV object at 0x10e3f5d30>, 'LIVE': <my_model_selectors.TrainingDataCV object at 0x1a1c48cd30>, 'CHICAGO': <my_model_selectors.TrainingDataCV object at 0x10e3f5fd0>, 'CAR': <my_model_selectors.TrainingDataCV object at 0x10e3f5f28>, 'SHOULD': <my_model_selectors.TrainingDataCV object at 0x10e3f5c18>, 'DECIDE': <my_model_selectors.TrainingDataCV object at 0x10e40c160>, 'VISIT': <my_model_selectors.TrainingDataCV object at 0x10e3f5ef0>, 'MOVIE': <my_model_selectors.TrainingDataCV object at 0x10e40c278>, 'WANT': <my_model_selectors.TrainingDataCV object at 0x10e40c0b8>, 'SELL': <my_model_selectors.TrainingDataCV object at 0x10e40c2e8>, 'TOMORROW': <my_model_selectors.TrainingDataCV object at 0x10e40c518>, 'NEXT-WEEK': <my_model_selectors.TrainingDataCV object at 0x10e3f5f60>, 'NEW-YORK': <my_model_selectors.TrainingDataCV object at 0x10e40c5f8>, 'LAST-WEEK': <my_model_selectors.TrainingDataCV object at 0x10e40c7b8>, 'WILL': <my_model_selectors.TrainingDataCV object at 0x10e40c780>, 'FINISH': <my_model_selectors.TrainingDataCV object at 0x10e40c048>, 'ANN': <my_model_selectors.TrainingDataCV object at 0x10e40c978>, 'READ': <my_model_selectors.TrainingDataCV object at 0x10e40c940>, 'BOOK': <my_model_selectors.TrainingDataCV object at 0x10e40c9b0>, 'CHOCOLATE': <my_model_selectors.TrainingDataCV object at 0x10e40c898>, 'FIND': <my_model_selectors.TrainingDataCV object at 0x10e40c908>, 'SOMETHING-ONE': <my_model_selectors.TrainingDataCV object at 0x10e40cb70>, 'POSS': <my_model_selectors.TrainingDataCV object at 0x10e40cd30>, 'BROTHER': <my_model_selectors.TrainingDataCV object at 0x10e40ce10>, 'ARRIVE': <my_model_selectors.TrainingDataCV object at 0x10e40c7f0>, 'HERE': <my_model_selectors.TrainingDataCV object at 0x10e40cc50>, 'GIVE': <my_model_selectors.TrainingDataCV object at 0x10e40cda0>, 'MAN': <my_model_selectors.TrainingDataCV object at 0x10e40cf28>, 'NEW': <my_model_selectors.TrainingDataCV object at 0x10e40cdd8>, 'COAT': <my_model_selectors.TrainingDataCV object at 0x10e419048>, 'WOMAN': <my_model_selectors.TrainingDataCV object at 0x10e40cc88>, 'GIVE1': <my_model_selectors.TrainingDataCV object at 0x10e4192b0>, 'HAVE': <my_model_selectors.TrainingDataCV object at 0x10e4191d0>, 'FRANK': <my_model_selectors.TrainingDataCV object at 0x10e4194e0>, 'BREAK-DOWN': <my_model_selectors.TrainingDataCV object at 0x10e419550>, 'SEARCH-FOR': <my_model_selectors.TrainingDataCV object at 0x10e419630>, 'WHO': <my_model_selectors.TrainingDataCV object at 0x10e419400>, 'WHAT': <my_model_selectors.TrainingDataCV object at 0x10e419438>, 'LEG': <my_model_selectors.TrainingDataCV object at 0x10e40cf98>, 'FRIEND': <my_model_selectors.TrainingDataCV object at 0x10e419710>, 'CANDY': <my_model_selectors.TrainingDataCV object at 0x10e419898>, 'BLUE': <my_model_selectors.TrainingDataCV object at 0x10e4197f0>, 'SUE': <my_model_selectors.TrainingDataCV object at 0x10e4199b0>, 'BUY1': <my_model_selectors.TrainingDataCV object at 0x10e4199e8>, 'STOLEN': <my_model_selectors.TrainingDataCV object at 0x10e419a90>, 'OLD': <my_model_selectors.TrainingDataCV object at 0x10e419ba8>, 'STUDENT': <my_model_selectors.TrainingDataCV object at 0x10e419c50>, 'VIDEOTAPE': <my_model_selectors.TrainingDataCV object at 0x10e419e10>, 'BORROW': <my_model_selectors.TrainingDataCV object at 0x10e4196a0>, 'MOTHER': <my_model_selectors.TrainingDataCV object at 0x10e419d68>, 'POTATO': <my_model_selectors.TrainingDataCV object at 0x10e419fd0>, 'TELL': <my_model_selectors.TrainingDataCV object at 0x10e419e48>, 'BILL': <my_model_selectors.TrainingDataCV object at 0x10e419dd8>, 'THROW': <my_model_selectors.TrainingDataCV object at 0x10e419eb8>, 'APPLE': <my_model_selectors.TrainingDataCV object at 0x10e426080>, 'NAME': <my_model_selectors.TrainingDataCV object at 0x10e4263c8>, 'SHOOT': <my_model_selectors.TrainingDataCV object at 0x10e426358>, 'SAY-1P': <my_model_selectors.TrainingDataCV object at 0x10e419f60>, 'SELF': <my_model_selectors.TrainingDataCV object at 0x10e426400>, 'GROUP': <my_model_selectors.TrainingDataCV object at 0x10e4262b0>, 'JANA': <my_model_selectors.TrainingDataCV object at 0x10e4266d8>, 'TOY1': <my_model_selectors.TrainingDataCV object at 0x10e426668>, 'MANY': <my_model_selectors.TrainingDataCV object at 0x10e4264a8>, 'TOY': <my_model_selectors.TrainingDataCV object at 0x10e426898>, 'ALL': <my_model_selectors.TrainingDataCV object at 0x10e426860>, 'BOY': <my_model_selectors.TrainingDataCV object at 0x10e426748>, 'TEACHER': <my_model_selectors.TrainingDataCV object at 0x10e4269e8>, 'GIRL': <my_model_selectors.TrainingDataCV object at 0x10e426a20>, 'BOX': <my_model_selectors.TrainingDataCV object at 0x10e4268d0>, 'GIVE2': <my_model_selectors.TrainingDataCV object at 0x10e426ba8>, 'GIVE3': <my_model_selectors.TrainingDataCV object at 0x10e426908>, 'GET': <my_model_selectors.TrainingDataCV object at 0x10e426b38>, 'PUTASIDE': <my_model_selectors.TrainingDataCV object at 0x10e426d30>}
In [186]:
for sim in features_norm_data:
    print(sim.time)
    print(type(sim.training_data['JOHN']))
    show_errors(sim.guesses, sim.test_set)
113.64051899407059
<class 'my_model_selectors.TrainingDataCV'>

**** WER = 0.6067415730337079
Total correct: 70 out of 178
Video  Recognized                                                    Correct
=====================================================================================================
    2: JOHN *BUY *HAVE                                               JOHN WRITE HOMEWORK
    7: JOHN *NEW *SOMETHING-ONE CAN                                  JOHN CAN GO CAN
   12: *IX *HAVE *GO1 CAN                                            JOHN CAN GO CAN
   21: *LIKE *HAVE *HAVE *IX-1P *VISIT *BLAME *PEOPLE *MOTHER        JOHN FISH WONT EAT BUT CAN EAT CHICKEN
   25: *ANN LIKE IX *LIKE IX                                         JOHN LIKE IX IX IX
   28: *ANN LIKE IX *LIKE IX                                         JOHN LIKE IX IX IX
   30: *SHOOT LIKE *LOVE *LIKE IX                                    JOHN LIKE IX IX IX
   36: *LIKE VEGETABLE *GIVE3 *VISIT LIKE *LIKE                      MARY VEGETABLE KNOW IX LIKE CORN1
   40: JOHN *JOHN *PREFER *VEGETABLE LOVE                            JOHN IX THINK MARY LOVE
   43: JOHN *JOHN BUY HOUSE                                          JOHN MUST BUY HOUSE
   50: *POSS *FRANK *HAVE *CAN *CAR                                  FUTURE JOHN BUY CAR SHOULD
   54: JOHN *FUTURE *FUTURE *STUDENT HOUSE                           JOHN SHOULD NOT BUY HOUSE
   57: *LIKE *MARY VISIT *LOVE                                       JOHN DECIDE VISIT MARY
   67: *LIKE FUTURE *JOHN *ARRIVE HOUSE                              JOHN FUTURE NOT BUY HOUSE
   71: JOHN *FUTURE VISIT MARY                                       JOHN WILL VISIT MARY
   74: JOHN *BILL *BILL *LOVE                                        JOHN NOT VISIT MARY
   77: ANN BLAME MARY                                                ANN BLAME MARY
   84: *JOHN *ARRIVE *FUTURE BOOK                                    IX-1P FIND SOMETHING-ONE BOOK
   89: *FUTURE *POSS *VISIT *GO *GO NEW *BREAK-DOWN                  JOHN IX GIVE MAN IX NEW COAT
   90: *SELF *GIVE1 IX *IX WOMAN BOOK                                JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
   92: JOHN *GIVE1 IX *IX WOMAN BOOK                                 JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
  100: POSS NEW CAR BREAK-DOWN                                       POSS NEW CAR BREAK-DOWN
  105: JOHN *TELL                                                    JOHN LEG
  107: *BILL *IX *BOX *MARY *TOY1                                    JOHN POSS FRIEND HAVE CANDY
  108: *SOMETHING-ONE *JOHN                                          WOMAN ARRIVE
  113: IX CAR *IX *JOHN *BOX                                         IX CAR BLUE SUE BUY
  119: *WHO *BUY1 IX CAR *SUE                                        SUE BUY IX CAR BLUE
  122: JOHN *HOUSE BOOK                                              JOHN READ BOOK
  139: JOHN *BUY1 *VIDEOTAPE YESTERDAY BOOK                          JOHN BUY WHAT YESTERDAY BOOK
  142: JOHN BUY YESTERDAY WHAT BOOK                                  JOHN BUY YESTERDAY WHAT BOOK
  158: LOVE *MARY *CORN                                              LOVE JOHN WHO
  167: JOHN *JOHN *SAY-1P LOVE *LOVE                                 JOHN IX SAY LOVE MARY
  171: *TOY1 *JOHN BLAME                                             JOHN MARY BLAME
  174: *NEW *GIVE1 GIVE1 *TELL *CAR                                  PEOPLE GROUP GIVE1 JANA TOY
  181: *VISIT *BOX                                                   JOHN ARRIVE
  184: *IX *FUTURE *GIVE1 TEACHER APPLE                              ALL BOY GIVE TEACHER APPLE
  189: *TELL *GIVE3 *PREFER *ARRIVE                                  JOHN GIVE GIRL BOX
  193: *NOT *THROW *NOT BOX                                          JOHN GIVE GIRL BOX
  199: *JOHN CHOCOLATE *JOHN                                         LIKE CHOCOLATE WHO
  201: JOHN *THINK *WOMAN *WOMAN *STUDENT HOUSE                      JOHN TELL MARY IX-1P BUY HOUSE
75.17456449905876
<class 'my_model_selectors.TrainingDataBIC'>

**** WER = 0.601123595505618
Total correct: 71 out of 178
Video  Recognized                                                    Correct
=====================================================================================================
    2: JOHN *BUY *ARRIVE                                             JOHN WRITE HOMEWORK
    7: *MARY *CAR GO *WHAT                                           JOHN CAN GO CAN
   12: JOHN *WHAT *WHAT CAN                                          JOHN CAN GO CAN
   21: *MARY *NEW *VISIT *IX *CAR *CAR *FUTURE *YESTERDAY            JOHN FISH WONT EAT BUT CAN EAT CHICKEN
   25: *ANN LIKE IX *LIKE IX                                         JOHN LIKE IX IX IX
   28: *ANN LIKE IX *MARY IX                                         JOHN LIKE IX IX IX
   30: *SHOOT *IX *MARY IX IX                                        JOHN LIKE IX IX IX
   36: MARY *MARY *GIVE3 *VISIT LIKE *IX                             MARY VEGETABLE KNOW IX LIKE CORN1
   40: *MARY *JOHN *FUTURE1 *VEGETABLE *MARY                         JOHN IX THINK MARY LOVE
   43: JOHN *FUTURE BUY HOUSE                                        JOHN MUST BUY HOUSE
   50: *POSS *SEE BUY CAR *IX                                        FUTURE JOHN BUY CAR SHOULD
   54: JOHN *FUTURE *SHOULD BUY HOUSE                                JOHN SHOULD NOT BUY HOUSE
   57: *IX *IX *IX *VISIT                                            JOHN DECIDE VISIT MARY
   67: *MARY *IX *JOHN *ARRIVE HOUSE                                 JOHN FUTURE NOT BUY HOUSE
   71: JOHN *FUTURE VISIT MARY                                       JOHN WILL VISIT MARY
   74: *IX *BILL *MARY MARY                                          JOHN NOT VISIT MARY
   77: ANN BLAME MARY                                                ANN BLAME MARY
   84: *JOHN *WHAT *VISIT BOOK                                       IX-1P FIND SOMETHING-ONE BOOK
   89: *FUTURE IX *IX *IX IX *ARRIVE *BOOK                           JOHN IX GIVE MAN IX NEW COAT
   90: *SELF *IX IX *IX WOMAN BOOK                                   JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
   92: JOHN *IX IX *IX *IX BOOK                                      JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
  100: POSS NEW CAR BREAK-DOWN                                       POSS NEW CAR BREAK-DOWN
  105: JOHN *FUTURE                                                  JOHN LEG
  107: *MARY POSS *BOX *MARY *MARY                                   JOHN POSS FRIEND HAVE CANDY
  108: *IX *JOHN                                                     WOMAN ARRIVE
  113: IX CAR *IX *JOHN *BOX                                         IX CAR BLUE SUE BUY
  119: *PREFER *LOVE IX *JOHN *FINISH                                SUE BUY IX CAR BLUE
  122: JOHN *GIVE1 BOOK                                              JOHN READ BOOK
  139: JOHN *BUY1 *CAR *JOHN BOOK                                    JOHN BUY WHAT YESTERDAY BOOK
  142: JOHN BUY YESTERDAY WHAT BOOK                                  JOHN BUY YESTERDAY WHAT BOOK
  158: LOVE *IX WHO                                                  LOVE JOHN WHO
  167: JOHN IX *SAY-1P LOVE *IX                                      JOHN IX SAY LOVE MARY
  171: *MARY *JOHN BLAME                                             JOHN MARY BLAME
  174: *CAR *GIVE1 GIVE1 *YESTERDAY *CAR                             PEOPLE GROUP GIVE1 JANA TOY
  181: *MARY *BOX                                                    JOHN ARRIVE
  184: *IX *IX *GIVE1 TEACHER APPLE                                  ALL BOY GIVE TEACHER APPLE
  189: *MARY *MARY *FINISH BOX                                       JOHN GIVE GIRL BOX
  193: *IX *YESTERDAY *YESTERDAY BOX                                 JOHN GIVE GIRL BOX
  199: *JOHN *STUDENT *JOHN                                          LIKE CHOCOLATE WHO
  201: JOHN *GIVE1 *IX *WOMAN BUY HOUSE                              JOHN TELL MARY IX-1P BUY HOUSE
158.58069785009138
<class 'my_model_selectors.TrainingDataDIC'>

**** WER = 0.6348314606741573
Total correct: 65 out of 178
Video  Recognized                                                    Correct
=====================================================================================================
    2: JOHN *ARRIVE *ARRIVE                                          JOHN WRITE HOMEWORK
    7: *MARY *CAR GO CAN                                             JOHN CAN GO CAN
   12: JOHN *WHAT *ARRIVE CAN                                        JOHN CAN GO CAN
   21: *MARY *NEW *JOHN *JOHN *CAR *CAR *FUTURE *JOHN                JOHN FISH WONT EAT BUT CAN EAT CHICKEN
   25: *IX LIKE IX *LIKE IX                                          JOHN LIKE IX IX IX
   28: *ANN *ANN *ANN *ANN *ANN                                      JOHN LIKE IX IX IX
   30: *IX-1P *CHOCOLATE *MARY *LOVE *LOVE                           JOHN LIKE IX IX IX
   36: MARY *MARY *YESTERDAY *SHOOT LIKE *IX                         MARY VEGETABLE KNOW IX LIKE CORN1
   40: *MARY *MARY *FUTURE1 *VEGETABLE *MARY                         JOHN IX THINK MARY LOVE
   43: JOHN *FUTURE BUY HOUSE                                        JOHN MUST BUY HOUSE
   50: *POSS *SEE BUY CAR *IX                                        FUTURE JOHN BUY CAR SHOULD
   54: JOHN *FUTURE *SHOULD *ARRIVE HOUSE                            JOHN SHOULD NOT BUY HOUSE
   57: *SHOOT *IX *MARY MARY                                         JOHN DECIDE VISIT MARY
   67: *MARY *IX *IX *ARRIVE HOUSE                                   JOHN FUTURE NOT BUY HOUSE
   71: JOHN *FUTURE VISIT MARY                                       JOHN WILL VISIT MARY
   74: *LIKE *VISIT VISIT MARY                                       JOHN NOT VISIT MARY
   77: *IX BLAME MARY                                                ANN BLAME MARY
   84: *JOHN *BOX *VISIT BOOK                                        IX-1P FIND SOMETHING-ONE BOOK
   89: *MARY *POSS *IX *IX IX *BOX *BOOK                             JOHN IX GIVE MAN IX NEW COAT
   90: *SELF *IX IX *IX WOMAN BOOK                                   JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
   92: JOHN *IX IX *IX *LOVE BOOK                                    JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
  100: POSS NEW CAR BREAK-DOWN                                       POSS NEW CAR BREAK-DOWN
  105: JOHN *POSS                                                    JOHN LEG
  107: *MARY POSS *CAR *MARY *TOY1                                   JOHN POSS FRIEND HAVE CANDY
  108: *LOVE *LOVE                                                   WOMAN ARRIVE
  113: IX CAR *IX *IX *BOX                                           IX CAR BLUE SUE BUY
  119: SUE *BUY1 IX CAR *GO                                          SUE BUY IX CAR BLUE
  122: JOHN *GIVE1 BOOK                                              JOHN READ BOOK
  139: *IX *BUY1 *CAR *GO BOOK                                       JOHN BUY WHAT YESTERDAY BOOK
  142: JOHN BUY YESTERDAY WHAT BOOK                                  JOHN BUY YESTERDAY WHAT BOOK
  158: LOVE *IX WHO                                                  LOVE JOHN WHO
  167: *MARY IX *SAY-1P LOVE *IX                                     JOHN IX SAY LOVE MARY
  171: *MARY *IX BLAME                                               JOHN MARY BLAME
  174: *CAR *GIVE1 GIVE1 *YESTERDAY *CAR                             PEOPLE GROUP GIVE1 JANA TOY
  181: JOHN *BOX                                                     JOHN ARRIVE
  184: *IX *IX *GIVE1 TEACHER APPLE                                  ALL BOY GIVE TEACHER APPLE
  189: *MARY *MARY *YESTERDAY *ARRIVE                                JOHN GIVE GIRL BOX
  193: *LEAVE *YESTERDAY *YESTERDAY BOX                              JOHN GIVE GIRL BOX
  199: *JOHN *ARRIVE *JOHN                                           LIKE CHOCOLATE WHO
  201: JOHN *GIVE1 *IX *WOMAN *ARRIVE HOUSE                          JOHN TELL MARY IX-1P BUY HOUSE
In [46]:
# faetures_delta
features_list = [features_delta]
model_selectors = [SelectorCV, SelectorBIC, SelectorDIC]
features_delta_data = multiple_recognizer(asl, features_list, model_selectors, True)
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
No model for word SHOULD was creates
Number of examples for word 12
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
No model for word ANN was creates
Number of examples for word 1
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
No model for word LEG was creates
Number of examples for word 1
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
No model for word SAY-1P was creates
Number of examples for word 1
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
No model for word GIRL was creates
Number of examples for word 5
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
word ANN with 1 examples has no model
No model was created for word ANN
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
word LEG with 1 examples has no model
No model was created for word LEG
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
word SAY-1P with 1 examples has no model
No model was created for word SAY-1P
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
No model was created for word ANN
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
No model was created for word LEG
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
No model was created for word SAY-1P
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
In [47]:
for sim in features_delta_data:
    print('Features: {}, Selector: {}'.format(sim.features, sim.model_selector))
    print('Time: ', sim.time)
    print(type(sim.training_data['JOHN']))
    show_errors(sim.guesses, sim.test_set)
Features: ['delta-rx', 'delta-ry', 'delta-lx', 'delta-ly'], Selector: <class 'my_model_selectors.SelectorCV'>
Time:  113.85714026296046
<class 'my_model_selectors.TrainingDataCV'>

**** WER = 0.6179775280898876
Total correct: 68 out of 178
Video  Recognized                                                    Correct
=====================================================================================================
    2: JOHN *IX *GO1                                                 JOHN WRITE HOMEWORK
    7: JOHN *HAVE *GIVE1 *TEACHER                                    JOHN CAN GO CAN
   12: JOHN CAN *GO1 CAN                                             JOHN CAN GO CAN
   21: JOHN *JOHN *LOVE *JOHN *CAR *GO *FUTURE *JOHN                 JOHN FISH WONT EAT BUT CAN EAT CHICKEN
   25: JOHN *MARY *JOHN IX *MARY                                     JOHN LIKE IX IX IX
   28: JOHN *MARY *JOHN IX IX                                        JOHN LIKE IX IX IX
   30: JOHN *MARY IX *JOHN IX                                        JOHN LIKE IX IX IX
   36: *JOHN *JOHN *IX IX *MARY *MARY                                MARY VEGETABLE KNOW IX LIKE CORN1
   40: JOHN IX *JOHN MARY *MARY                                      JOHN IX THINK MARY LOVE
   43: JOHN *IX *FINISH HOUSE                                        JOHN MUST BUY HOUSE
   50: *JOHN *IX BUY CAR *MARY                                       FUTURE JOHN BUY CAR SHOULD
   54: JOHN *JOHN *JOHN BUY HOUSE                                    JOHN SHOULD NOT BUY HOUSE
   57: JOHN *JOHN *IX *IX                                            JOHN DECIDE VISIT MARY
   67: JOHN *IX *IX *FINISH HOUSE                                    JOHN FUTURE NOT BUY HOUSE
   71: JOHN *JOHN *CAR *CAR                                          JOHN WILL VISIT MARY
   74: JOHN *IX *MARY MARY                                           JOHN NOT VISIT MARY
   77: *JOHN *CAR *JOHN                                              ANN BLAME MARY
   84: *JOHN *NEW *IX BOOK                                           IX-1P FIND SOMETHING-ONE BOOK
   89: *ARRIVE IX *IX *IX IX *WHAT *CAN                              JOHN IX GIVE MAN IX NEW COAT
   90: JOHN *JOHN *JOHN *IX *IX *MARY                                JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
   92: JOHN *JOHN *JOHN *IX WOMAN *FINISH                            JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
  100: *JOHN NEW CAR *BOOK                                           POSS NEW CAR BREAK-DOWN
  105: JOHN *JOHN                                                    JOHN LEG
  107: JOHN *JOHN *HAVE *FUTURE *JOHN                                JOHN POSS FRIEND HAVE CANDY
  108: *JOHN *BOOK                                                   WOMAN ARRIVE
  113: *JOHN CAR *JOHN *JOHN *BUY1                                   IX CAR BLUE SUE BUY
  119: *JOHN *GIVE1 IX CAR *IX                                       SUE BUY IX CAR BLUE
  122: JOHN *VISIT BOOK                                              JOHN READ BOOK
  139: JOHN *BUY1 WHAT *JOHN BOOK                                    JOHN BUY WHAT YESTERDAY BOOK
  142: JOHN BUY YESTERDAY WHAT BOOK                                  JOHN BUY YESTERDAY WHAT BOOK
  158: *BOY JOHN *JOHN                                               LOVE JOHN WHO
  167: JOHN *JOHN *LIKE *BOOK *IX                                    JOHN IX SAY LOVE MARY
  171: JOHN *JOHN BLAME                                              JOHN MARY BLAME
  174: *GIVE1 *WHO GIVE1 *JOHN *FINISH                               PEOPLE GROUP GIVE1 JANA TOY
  181: JOHN ARRIVE                                                   JOHN ARRIVE
  184: *IX *JOHN *GIVE1 *WHO *MARY                                   ALL BOY GIVE TEACHER APPLE
  189: JOHN *JOHN *JOHN *VISIT                                       JOHN GIVE GIRL BOX
  193: JOHN *IX *IX BOX                                              JOHN GIVE GIRL BOX
  199: *JOHN *BOOK *JOHN                                             LIKE CHOCOLATE WHO
  201: JOHN *MARY MARY *JOHN BUY HOUSE                               JOHN TELL MARY IX-1P BUY HOUSE
Features: ['delta-rx', 'delta-ry', 'delta-lx', 'delta-ly'], Selector: <class 'my_model_selectors.SelectorBIC'>
Time:  69.9635944259353
<class 'my_model_selectors.TrainingDataBIC'>

**** WER = 0.6179775280898876
Total correct: 68 out of 178
Video  Recognized                                                    Correct
=====================================================================================================
    2: JOHN *LOVE HOMEWORK                                           JOHN WRITE HOMEWORK
    7: JOHN *STUDENT *GIVE1 *STUDENT                                 JOHN CAN GO CAN
   12: JOHN CAN *GO1 CAN                                             JOHN CAN GO CAN
   21: *MARY *MARY WONT *MARY *CAR *TOMORROW *FUTURE *MARY           JOHN FISH WONT EAT BUT CAN EAT CHICKEN
   25: JOHN *IX *MARY IX IX                                          JOHN LIKE IX IX IX
   28: JOHN *MARY *JOHN IX *SHOULD                                   JOHN LIKE IX IX IX
   30: JOHN *IX IX *JOHN IX                                          JOHN LIKE IX IX IX
   36: *JOHN *JOHN *JOHN IX *MARY *MARY                              MARY VEGETABLE KNOW IX LIKE CORN1
   40: *MARY IX *JOHN MARY *MARY                                     JOHN IX THINK MARY LOVE
   43: JOHN *IX *FINISH HOUSE                                        JOHN MUST BUY HOUSE
   50: *JOHN JOHN BUY CAR *MARY                                      FUTURE JOHN BUY CAR SHOULD
   54: JOHN *JOHN *JOHN BUY HOUSE                                    JOHN SHOULD NOT BUY HOUSE
   57: *MARY *JOHN *IX *IX                                           JOHN DECIDE VISIT MARY
   67: JOHN *JOHN *MARY BUY HOUSE                                    JOHN FUTURE NOT BUY HOUSE
   71: JOHN *MARY VISIT MARY                                         JOHN WILL VISIT MARY
   74: JOHN *JOHN *IX MARY                                           JOHN NOT VISIT MARY
   77: *JOHN *CAR MARY                                               ANN BLAME MARY
   84: *JOHN *GIVE1 *IX BOOK                                         IX-1P FIND SOMETHING-ONE BOOK
   89: *MARY *JOHN *IX *IX *JOHN *WHAT *CAN                          JOHN IX GIVE MAN IX NEW COAT
   90: JOHN *JOHN *JOHN *IX *IX *JOHN                                JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
   92: JOHN *IX *JOHN *IX *IX BOOK                                   JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
  100: *JOHN NEW CAR BREAK-DOWN                                      POSS NEW CAR BREAK-DOWN
  105: JOHN *JOHN                                                    JOHN LEG
  107: JOHN *JOHN FRIEND *JOHN *MARY                                 JOHN POSS FRIEND HAVE CANDY
  108: *JOHN *MOVIE                                                  WOMAN ARRIVE
  113: *JOHN CAR *MARY *MARY *GIVE1                                  IX CAR BLUE SUE BUY
  119: *JOHN *BUY1 IX CAR *MARY                                      SUE BUY IX CAR BLUE
  122: JOHN *ARRIVE *WHAT                                            JOHN READ BOOK
  139: JOHN *BUY1 WHAT *JOHN *MARY                                   JOHN BUY WHAT YESTERDAY BOOK
  142: JOHN BUY *FUTURE WHAT *MARY                                   JOHN BUY YESTERDAY WHAT BOOK
  158: *ARRIVE JOHN *JOHN                                            LOVE JOHN WHO
  167: JOHN IX *IX *CAR *WHAT                                        JOHN IX SAY LOVE MARY
  171: JOHN *JOHN BLAME                                              JOHN MARY BLAME
  174: *GIVE1 *MARY GIVE1 *MARY *FINISH                              PEOPLE GROUP GIVE1 JANA TOY
  181: JOHN *GIVE1                                                   JOHN ARRIVE
  184: *IX *JOHN *GIVE1 *WHO *MARY                                   ALL BOY GIVE TEACHER APPLE
  189: JOHN *JOHN *JOHN *ARRIVE                                      JOHN GIVE GIRL BOX
  193: JOHN *IX *WOMAN BOX                                           JOHN GIVE GIRL BOX
  199: *JOHN *WHAT *MARY                                             LIKE CHOCOLATE WHO
  201: JOHN *IX MARY *IX BUY HOUSE                                   JOHN TELL MARY IX-1P BUY HOUSE
Features: ['delta-rx', 'delta-ry', 'delta-lx', 'delta-ly'], Selector: <class 'my_model_selectors.SelectorDIC'>
Time:  138.51811379601713
<class 'my_model_selectors.TrainingDataDIC'>

**** WER = 0.6460674157303371
Total correct: 63 out of 178
Video  Recognized                                                    Correct
=====================================================================================================
    2: JOHN *IX *CHOCOLATE                                           JOHN WRITE HOMEWORK
    7: JOHN *VISIT *GIVE1 *ARRIVE                                    JOHN CAN GO CAN
   12: JOHN *BOX *GIVE1 CAN                                          JOHN CAN GO CAN
   21: JOHN *IX *LOVE *WHO *CAR *VISIT *MARY *WHO                    JOHN FISH WONT EAT BUT CAN EAT CHICKEN
   25: JOHN *MARY *JOHN IX *MARY                                     JOHN LIKE IX IX IX
   28: JOHN *WHO *JOHN IX IX                                         JOHN LIKE IX IX IX
   30: JOHN *WHO *MARY *JOHN IX                                      JOHN LIKE IX IX IX
   36: MARY *JOHN *JOHN IX *JOHN *WHO                                MARY VEGETABLE KNOW IX LIKE CORN1
   40: *WHO IX *WHO *WHO *WHO                                        JOHN IX THINK MARY LOVE
   43: JOHN *MARY BUY HOUSE                                          JOHN MUST BUY HOUSE
   50: *JOHN JOHN BUY CAR *MARY                                      FUTURE JOHN BUY CAR SHOULD
   54: JOHN *JOHN *JOHN BUY *BOOK                                    JOHN SHOULD NOT BUY HOUSE
   57: JOHN *MARY *IX *JOHN                                          JOHN DECIDE VISIT MARY
   67: JOHN *JOHN *JOHN *HOUSE HOUSE                                 JOHN FUTURE NOT BUY HOUSE
   71: JOHN *SUE VISIT *BOOK                                         JOHN WILL VISIT MARY
   74: JOHN *JOHN *IX *IX                                            JOHN NOT VISIT MARY
   77: *JOHN *GIVE1 *JOHN                                            ANN BLAME MARY
   84: *JOHN *CAR *IX BOOK                                           IX-1P FIND SOMETHING-ONE BOOK
   89: JOHN *JOHN *IX *JOHN IX *WHAT *HOUSE                          JOHN IX GIVE MAN IX NEW COAT
   90: *WHO *JOHN *JOHN *IX *IX *MARY                                JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
   92: JOHN *IX *JOHN *JOHN *IX BOOK                                 JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
  100: *JOHN *GIVE1 CAR *BOOK                                        POSS NEW CAR BREAK-DOWN
  105: JOHN *WHO                                                     JOHN LEG
  107: JOHN POSS *ARRIVE *IX *WHO                                    JOHN POSS FRIEND HAVE CANDY
  108: *JOHN *BOOK                                                   WOMAN ARRIVE
  113: *JOHN CAR *WHO *MARY *GIVE1                                   IX CAR BLUE SUE BUY
  119: *JOHN *GIVE1 IX CAR *MARY                                     SUE BUY IX CAR BLUE
  122: JOHN *IX BOOK                                                 JOHN READ BOOK
  139: JOHN *GIVE1 WHAT *JOHN BOOK                                   JOHN BUY WHAT YESTERDAY BOOK
  142: JOHN BUY *IX WHAT BOOK                                        JOHN BUY YESTERDAY WHAT BOOK
  158: *ARRIVE *WHO WHO                                              LOVE JOHN WHO
  167: JOHN IX *IX *BOOK *IX                                         JOHN IX SAY LOVE MARY
  171: JOHN *JOHN *GIVE1                                             JOHN MARY BLAME
  174: *GIVE1 *LOVE GIVE1 *MARY *ARRIVE                              PEOPLE GROUP GIVE1 JANA TOY
  181: JOHN *GIVE1                                                   JOHN ARRIVE
  184: *IX *JOHN *GIVE1 TEACHER *MARY                                ALL BOY GIVE TEACHER APPLE
  189: JOHN *IX *WHO *ARRIVE                                         JOHN GIVE GIRL BOX
  193: JOHN *IX *IX BOX                                              JOHN GIVE GIRL BOX
  199: *JOHN *ARRIVE WHO                                             LIKE CHOCOLATE WHO
  201: JOHN *WHO *LOVE *IX *VISIT HOUSE                              JOHN TELL MARY IX-1P BUY HOUSE
In [44]:
# features_polar
features_list = [features_polar]
model_selectors = [SelectorCV, SelectorBIC, SelectorDIC]
faetures_polar_data = multiple_recognizer(asl, features_list, model_selectors, True)
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
No model for word FIND was creates
Number of examples for word 1
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
No model for word SAY-1P was creates
Number of examples for word 1
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
word FIND with 1 examples has no model
No model was created for word FIND
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
word SAY-1P with 1 examples has no model
No model was created for word SAY-1P
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
No model was created for word FIND
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
No model was created for word SAY-1P
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
In [45]:
for sim in faetures_polar_data:
    print('Features: {}, Selector: {}'.format(sim.features, sim.model_selector))
    print('Time: ', sim.time)
    print(type(sim.training_data['JOHN']))
    show_errors(sim.guesses, sim.test_set)
Features: ['polar-rr', 'polar-rtheta', 'polar-lr', 'polar-ltheta'], Selector: <class 'my_model_selectors.SelectorCV'>
Time:  105.49601316195913
<class 'my_model_selectors.TrainingDataCV'>

**** WER = 0.5674157303370787
Total correct: 77 out of 178
Video  Recognized                                                    Correct
=====================================================================================================
    2: JOHN *BOOK *NEW                                               JOHN WRITE HOMEWORK
    7: JOHN *HAVE *IX *WHAT                                          JOHN CAN GO CAN
   12: JOHN CAN *WHAT CAN                                            JOHN CAN GO CAN
   21: JOHN *VIDEOTAPE WONT *JOHN *CAR *CAR EAT *FUTURE              JOHN FISH WONT EAT BUT CAN EAT CHICKEN
   25: JOHN *TELL *LOVE *TELL *LOVE                                  JOHN LIKE IX IX IX
   28: JOHN *TELL *MARY *TELL *LOVE                                  JOHN LIKE IX IX IX
   30: JOHN LIKE *MARY *MARY IX                                      JOHN LIKE IX IX IX
   36: *JOHN *EAT *GIRL *GIVE *BILL *MARY                            MARY VEGETABLE KNOW IX LIKE CORN1
   40: JOHN *BILL *CORN *JOHN *MARY                                  JOHN IX THINK MARY LOVE
   43: JOHN *SHOULD BUY HOUSE                                        JOHN MUST BUY HOUSE
   50: *JOHN *SEE BUY CAR *JOHN                                      FUTURE JOHN BUY CAR SHOULD
   54: JOHN SHOULD *WHO BUY HOUSE                                    JOHN SHOULD NOT BUY HOUSE
   57: *LIKE *PREFER *GIVE MARY                                      JOHN DECIDE VISIT MARY
   67: JOHN *YESTERDAY NOT BUY HOUSE                                 JOHN FUTURE NOT BUY HOUSE
   71: JOHN *FINISH *GO *BLAME                                       JOHN WILL VISIT MARY
   74: JOHN *BILL *BILL MARY                                         JOHN NOT VISIT MARY
   77: *JOHN BLAME *LOVE                                             ANN BLAME MARY
   84: *LOVE *ARRIVE *YESTERDAY BOOK                                 IX-1P FIND SOMETHING-ONE BOOK
   89: *GIVE *GIVE *IX *IX IX *BUY *BOOK                             JOHN IX GIVE MAN IX NEW COAT
   90: *SOMETHING-ONE *GIVE1 IX *IX *GIVE1 *HERE                     JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
   92: JOHN *WOMAN IX *IX WOMAN BOOK                                 JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
  100: POSS NEW CAR BREAK-DOWN                                       POSS NEW CAR BREAK-DOWN
  105: JOHN *VEGETABLE                                               JOHN LEG
  107: *LIKE POSS *HAVE HAVE *WHO                                    JOHN POSS FRIEND HAVE CANDY
  108: WOMAN ARRIVE                                                  WOMAN ARRIVE
  113: IX CAR BLUE *POSS *ARRIVE                                     IX CAR BLUE SUE BUY
  119: *PREFER *BUY1 *HAVE *HAVE *SEE                                SUE BUY IX CAR BLUE
  122: JOHN *HOUSE BOOK                                              JOHN READ BOOK
  139: JOHN *BUY1 *CAN YESTERDAY BOOK                                JOHN BUY WHAT YESTERDAY BOOK
  142: JOHN *NEW YESTERDAY *TEACHER BOOK                             JOHN BUY YESTERDAY WHAT BOOK
  158: LOVE JOHN WHO                                                 LOVE JOHN WHO
  167: JOHN *POSS *BILL LOVE *LOVE                                   JOHN IX SAY LOVE MARY
  171: JOHN *SUE BLAME                                               JOHN MARY BLAME
  174: *HAVE *GIVE1 GIVE1 *GIRL *WHAT                                PEOPLE GROUP GIVE1 JANA TOY
  181: *SUE ARRIVE                                                   JOHN ARRIVE
  184: *IX BOY *GIVE1 TEACHER *GIRL                                  ALL BOY GIVE TEACHER APPLE
  189: JOHN *SEE *YESTERDAY *ARRIVE                                  JOHN GIVE GIRL BOX
  193: JOHN *SOMETHING-ONE *YESTERDAY BOX                            JOHN GIVE GIRL BOX
  199: *JOHN CHOCOLATE *TELL                                         LIKE CHOCOLATE WHO
  201: JOHN *SHOULD *WOMAN *JOHN BUY HOUSE                           JOHN TELL MARY IX-1P BUY HOUSE
Features: ['polar-rr', 'polar-rtheta', 'polar-lr', 'polar-ltheta'], Selector: <class 'my_model_selectors.SelectorBIC'>
Time:  64.78971937496681
<class 'my_model_selectors.TrainingDataBIC'>

**** WER = 0.5393258426966292
Total correct: 82 out of 178
Video  Recognized                                                    Correct
=====================================================================================================
    2: *GO WRITE *NEW                                                JOHN WRITE HOMEWORK
    7: JOHN *PEOPLE GO *ARRIVE                                       JOHN CAN GO CAN
   12: JOHN *WHAT *GO1 CAN                                           JOHN CAN GO CAN
   21: JOHN *NEW WONT *NOT *GIVE1 *TEACHER *FUTURE *WHO              JOHN FISH WONT EAT BUT CAN EAT CHICKEN
   25: JOHN LIKE *LOVE *WHO IX                                       JOHN LIKE IX IX IX
   28: JOHN *WHO *FUTURE *WHO IX                                     JOHN LIKE IX IX IX
   30: JOHN LIKE *MARY *MARY *MARY                                   JOHN LIKE IX IX IX
   36: *VISIT VEGETABLE *GIRL *GIVE *MARY *MARY                      MARY VEGETABLE KNOW IX LIKE CORN1
   40: JOHN *VISIT *FUTURE1 *JOHN *MARY                              JOHN IX THINK MARY LOVE
   43: JOHN *FUTURE BUY HOUSE                                        JOHN MUST BUY HOUSE
   50: *JOHN *SEE *STUDENT CAR *JOHN                                 FUTURE JOHN BUY CAR SHOULD
   54: JOHN SHOULD *WHO BUY HOUSE                                    JOHN SHOULD NOT BUY HOUSE
   57: *MARY *VISIT VISIT MARY                                       JOHN DECIDE VISIT MARY
   67: *SHOULD FUTURE *MARY BUY HOUSE                                JOHN FUTURE NOT BUY HOUSE
   71: JOHN *FINISH *GIVE1 MARY                                      JOHN WILL VISIT MARY
   74: *IX *VISIT *GIVE MARY                                         JOHN NOT VISIT MARY
   77: *JOHN BLAME *LOVE                                             ANN BLAME MARY
   84: *BLAME *GIVE1 *GIVE1 BOOK                                     IX-1P FIND SOMETHING-ONE BOOK
   89: *GIVE *GIVE *WOMAN *WOMAN IX *ARRIVE *BREAK-DOWN              JOHN IX GIVE MAN IX NEW COAT
   90: JOHN *HAVE IX SOMETHING-ONE *VISIT BOOK                       JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
   92: JOHN *WOMAN IX *WOMAN WOMAN BOOK                              JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
  100: POSS NEW CAR BREAK-DOWN                                       POSS NEW CAR BREAK-DOWN
  105: JOHN *VEGETABLE                                               JOHN LEG
  107: JOHN *IX *HAVE *GO *JANA                                      JOHN POSS FRIEND HAVE CANDY
  108: *JOHN *LOVE                                                   WOMAN ARRIVE
  113: IX CAR *IX *IX *BUY1                                          IX CAR BLUE SUE BUY
  119: *PREFER *BUY1 *CAR CAR *GO                                    SUE BUY IX CAR BLUE
  122: JOHN *GIVE1 BOOK                                              JOHN READ BOOK
  139: JOHN *BUY1 WHAT *BLAME *CHOCOLATE                             JOHN BUY WHAT YESTERDAY BOOK
  142: JOHN BUY YESTERDAY WHAT BOOK                                  JOHN BUY YESTERDAY WHAT BOOK
  158: LOVE JOHN WHO                                                 LOVE JOHN WHO
  167: JOHN IX *VISIT LOVE MARY                                      JOHN IX SAY LOVE MARY
  171: JOHN *IX BLAME                                                JOHN MARY BLAME
  174: *JOHN *GIVE3 GIVE1 *YESTERDAY *JOHN                           PEOPLE GROUP GIVE1 JANA TOY
  181: *EAT ARRIVE                                                   JOHN ARRIVE
  184: ALL BOY *GIVE1 TEACHER APPLE                                  ALL BOY GIVE TEACHER APPLE
  189: *MARY *VISIT *VISIT BOX                                       JOHN GIVE GIRL BOX
  193: JOHN *POSS *VISIT BOX                                         JOHN GIVE GIRL BOX
  199: *JOHN *VIDEOTAPE *JOHN                                        LIKE CHOCOLATE WHO
  201: JOHN *MAN *MAN *LIKE BUY HOUSE                                JOHN TELL MARY IX-1P BUY HOUSE
Features: ['polar-rr', 'polar-rtheta', 'polar-lr', 'polar-ltheta'], Selector: <class 'my_model_selectors.SelectorDIC'>
Time:  136.90648760297336
<class 'my_model_selectors.TrainingDataDIC'>

**** WER = 0.5955056179775281
Total correct: 72 out of 178
Video  Recognized                                                    Correct
=====================================================================================================
    2: JOHN *NEW *GIVE1                                              JOHN WRITE HOMEWORK
    7: *SOMETHING-ONE CAN GO CAN                                     JOHN CAN GO CAN
   12: JOHN *WHAT *GIVE1 CAN                                         JOHN CAN GO CAN
   21: *IX *NEW *JOHN *MARY *GIVE1 *WHAT *FUTURE *WHO                JOHN FISH WONT EAT BUT CAN EAT CHICKEN
   25: JOHN *WHO IX *WHO IX                                          JOHN LIKE IX IX IX
   28: *IX *WHO IX *WHO IX                                           JOHN LIKE IX IX IX
   30: *IX LIKE *MARY *MARY *MARY                                    JOHN LIKE IX IX IX
   36: *IX *VISIT *GIVE *GIVE *MARY *MARY                            MARY VEGETABLE KNOW IX LIKE CORN1
   40: *MARY *GO *GIVE MARY *MARY                                    JOHN IX THINK MARY LOVE
   43: *IX *JOHN BUY HOUSE                                           JOHN MUST BUY HOUSE
   50: *THROW *SEE BUY CAR *JOHN                                     FUTURE JOHN BUY CAR SHOULD
   54: JOHN SHOULD NOT BUY HOUSE                                     JOHN SHOULD NOT BUY HOUSE
   57: *MARY *GO *GO MARY                                            JOHN DECIDE VISIT MARY
   67: *SHOULD FUTURE *WHO BUY HOUSE                                 JOHN FUTURE NOT BUY HOUSE
   71: JOHN *FUTURE *GIVE1 MARY                                      JOHN WILL VISIT MARY
   74: *IX *GO *GO MARY                                              JOHN NOT VISIT MARY
   77: *JOHN *GIVE1 MARY                                             ANN BLAME MARY
   84: *JOHN *GIVE1 *GIVE1 *COAT                                     IX-1P FIND SOMETHING-ONE BOOK
   89: JOHN *GIVE *WOMAN *IX IX *ARRIVE *BOOK                        JOHN IX GIVE MAN IX NEW COAT
   90: JOHN GIVE IX SOMETHING-ONE WOMAN *ARRIVE                      JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
   92: JOHN *WOMAN IX *IX *IX BOOK                                   JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
  100: POSS NEW CAR BREAK-DOWN                                       POSS NEW CAR BREAK-DOWN
  105: *IX *SEE                                                      JOHN LEG
  107: *MARY POSS *HAVE *GO *MARY                                    JOHN POSS FRIEND HAVE CANDY
  108: *JOHN *LOVE                                                   WOMAN ARRIVE
  113: IX CAR *IX *MARY *JOHN                                        IX CAR BLUE SUE BUY
  119: *MARY *BUY1 IX *BLAME *IX                                     SUE BUY IX CAR BLUE
  122: JOHN *GIVE1 BOOK                                              JOHN READ BOOK
  139: *IX *ARRIVE WHAT *MARY *ARRIVE                                JOHN BUY WHAT YESTERDAY BOOK
  142: *IX BUY YESTERDAY WHAT BOOK                                   JOHN BUY YESTERDAY WHAT BOOK
  158: LOVE JOHN WHO                                                 LOVE JOHN WHO
  167: *MARY *MARY *VISIT LOVE MARY                                  JOHN IX SAY LOVE MARY
  171: *IX MARY BLAME                                                JOHN MARY BLAME
  174: *CAN *GIVE1 GIVE1 *YESTERDAY *BLAME                           PEOPLE GROUP GIVE1 JANA TOY
  181: *EAT ARRIVE                                                   JOHN ARRIVE
  184: *GO BOY *GIVE1 TEACHER *YESTERDAY                             ALL BOY GIVE TEACHER APPLE
  189: *MARY *GO *YESTERDAY BOX                                      JOHN GIVE GIRL BOX
  193: *MARY *GO *YESTERDAY BOX                                      JOHN GIVE GIRL BOX
  199: *JOHN *STUDENT WHO                                            LIKE CHOCOLATE WHO
  201: JOHN *MAN *WOMAN *WOMAN BUY HOUSE                             JOHN TELL MARY IX-1P BUY HOUSE
In [42]:
# features_custom
features_list = [features_custom]
model_selectors = [SelectorCV, SelectorBIC, SelectorDIC]
features_custom_data = multiple_recognizer(asl, features_list, model_selectors, True)
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/hmm.py:251: RuntimeWarning: invalid value encountered in true_divide
  / (means_weight + denom))
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/numpy/core/_methods.py:26: RuntimeWarning: invalid value encountered in reduce
  return umr_maximum(a, axis, None, out, keepdims)
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/hmm.py:265: RuntimeWarning: invalid value encountered in maximum
  (covars_prior + cv_num) / np.maximum(cv_den, 1e-5)
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/hmm.py:251: RuntimeWarning: invalid value encountered in true_divide
  / (means_weight + denom))
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/numpy/core/_methods.py:26: RuntimeWarning: invalid value encountered in reduce
  return umr_maximum(a, axis, None, out, keepdims)
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/hmm.py:265: RuntimeWarning: invalid value encountered in maximum
  (covars_prior + cv_num) / np.maximum(cv_den, 1e-5)
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/hmm.py:251: RuntimeWarning: invalid value encountered in true_divide
  / (means_weight + denom))
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/numpy/core/_methods.py:26: RuntimeWarning: invalid value encountered in reduce
  return umr_maximum(a, axis, None, out, keepdims)
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/hmm.py:265: RuntimeWarning: invalid value encountered in maximum
  (covars_prior + cv_num) / np.maximum(cv_den, 1e-5)
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/hmm.py:251: RuntimeWarning: invalid value encountered in true_divide
  / (means_weight + denom))
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/numpy/core/_methods.py:26: RuntimeWarning: invalid value encountered in reduce
  return umr_maximum(a, axis, None, out, keepdims)
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/hmm.py:265: RuntimeWarning: invalid value encountered in maximum
  (covars_prior + cv_num) / np.maximum(cv_den, 1e-5)
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
In [43]:
for sim in features_custom_data:
    print('Features: {}, Selector: {}'.format(sim.features, sim.model_selector))
    print('Time: ', sim.time)
    print(type(sim.training_data['JOHN']))
    show_errors(sim.guesses, sim.test_set)
Features: ['ndelta-rx', 'ndelta-ry', 'ndelta-lx', 'ndelta-ly'], Selector: <class 'my_model_selectors.SelectorCV'>
Time:  137.1933233839227
<class 'my_model_selectors.TrainingDataCV'>

**** WER = 0.5449438202247191
Total correct: 81 out of 178
Video  Recognized                                                    Correct
=====================================================================================================
    2: JOHN *IX HOMEWORK                                             JOHN WRITE HOMEWORK
    7: JOHN *STUDENT *GIVE1 *TEACHER                                 JOHN CAN GO CAN
   12: JOHN *BOX *GO1 CAN                                            JOHN CAN GO CAN
   21: JOHN FISH WONT *MARY *NEW *NEW *FUTURE *MARY                  JOHN FISH WONT EAT BUT CAN EAT CHICKEN
   25: JOHN *IX *YESTERDAY IX IX                                     JOHN LIKE IX IX IX
   28: JOHN *MARY IX IX IX                                           JOHN LIKE IX IX IX
   30: JOHN *IX IX *JOHN IX                                          JOHN LIKE IX IX IX
   36: *JOHN *IX *IX IX *JOHN *MARY                                  MARY VEGETABLE KNOW IX LIKE CORN1
   40: JOHN IX *JOHN MARY *MARY                                      JOHN IX THINK MARY LOVE
   43: JOHN *IX BUY HOUSE                                            JOHN MUST BUY HOUSE
   50: *JOHN *IX BUY CAR *MARY                                       FUTURE JOHN BUY CAR SHOULD
   54: JOHN *IX *WHO BUY HOUSE                                       JOHN SHOULD NOT BUY HOUSE
   57: JOHN *JOHN *IX *IX                                            JOHN DECIDE VISIT MARY
   67: JOHN *IX *IX BUY HOUSE                                        JOHN FUTURE NOT BUY HOUSE
   71: JOHN *IX VISIT MARY                                           JOHN WILL VISIT MARY
   74: JOHN *IX *IX MARY                                             JOHN NOT VISIT MARY
   77: *JOHN BLAME MARY                                              ANN BLAME MARY
   84: *JOHN *NEW *IX BOOK                                           IX-1P FIND SOMETHING-ONE BOOK
   89: JOHN IX *IX *IX IX NEW *CAN                                   JOHN IX GIVE MAN IX NEW COAT
   90: JOHN *IX IX *IX *IX *MARY                                     JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
   92: JOHN *IX IX *IX *IX *BOY                                      JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
  100: *JOHN NEW CAR BREAK-DOWN                                      POSS NEW CAR BREAK-DOWN
  105: JOHN *JOHN                                                    JOHN LEG
  107: JOHN *JOHN *ARRIVE *YESTERDAY *JOHN                           JOHN POSS FRIEND HAVE CANDY
  108: *IX *HAVE                                                     WOMAN ARRIVE
  113: *JOHN CAR *MARY *IX *BUY1                                     IX CAR BLUE SUE BUY
  119: *IX *BUY1 IX CAR *YESTERDAY                                   SUE BUY IX CAR BLUE
  122: JOHN *PEOPLE *YESTERDAY                                       JOHN READ BOOK
  139: JOHN *BUY1 WHAT *JOHN *MARY                                   JOHN BUY WHAT YESTERDAY BOOK
  142: JOHN BUY YESTERDAY WHAT BOOK                                  JOHN BUY YESTERDAY WHAT BOOK
  158: LOVE JOHN *JOHN                                               LOVE JOHN WHO
  167: JOHN *JOHN *LIKE LOVE *HERE                                   JOHN IX SAY LOVE MARY
  171: *IX *JOHN BLAME                                               JOHN MARY BLAME
  174: *VISIT *VIDEOTAPE GIVE1 *MARY *FINISH                         PEOPLE GROUP GIVE1 JANA TOY
  181: *IX ARRIVE                                                    JOHN ARRIVE
  184: *IX *JOHN *GIVE1 TEACHER *IX                                  ALL BOY GIVE TEACHER APPLE
  189: JOHN *IX *JOHN *ARRIVE                                        JOHN GIVE GIRL BOX
  193: JOHN *IX *IX BOX                                              JOHN GIVE GIRL BOX
  199: *JOHN *JOHN *MARY                                             LIKE CHOCOLATE WHO
  201: JOHN *MARY MARY *IX BUY HOUSE                                 JOHN TELL MARY IX-1P BUY HOUSE
Features: ['ndelta-rx', 'ndelta-ry', 'ndelta-lx', 'ndelta-ly'], Selector: <class 'my_model_selectors.SelectorBIC'>
Time:  79.20665589498822
<class 'my_model_selectors.TrainingDataBIC'>

**** WER = 0.5449438202247191
Total correct: 81 out of 178
Video  Recognized                                                    Correct
=====================================================================================================
    2: JOHN *IX HOMEWORK                                             JOHN WRITE HOMEWORK
    7: JOHN *PEOPLE GO *TEACHER                                      JOHN CAN GO CAN
   12: JOHN *BOX *GO1 CAN                                            JOHN CAN GO CAN
   21: JOHN *NAME *HOMEWORK *MARY *BUY *GO *YESTERDAY *MARY          JOHN FISH WONT EAT BUT CAN EAT CHICKEN
   25: JOHN *IX IX IX IX                                             JOHN LIKE IX IX IX
   28: JOHN *MARY IX IX IX                                           JOHN LIKE IX IX IX
   30: JOHN *IX IX *JOHN IX                                          JOHN LIKE IX IX IX
   36: *JOHN *SEE *IX IX *JOHN *MARY                                 MARY VEGETABLE KNOW IX LIKE CORN1
   40: JOHN IX *JOHN MARY *MARY                                      JOHN IX THINK MARY LOVE
   43: JOHN *IX *FINISH HOUSE                                        JOHN MUST BUY HOUSE
   50: *JOHN *IX BUY CAR *MARY                                       FUTURE JOHN BUY CAR SHOULD
   54: JOHN *JOHN *WHO BUY HOUSE                                     JOHN SHOULD NOT BUY HOUSE
   57: JOHN *JOHN *IX *IX                                            JOHN DECIDE VISIT MARY
   67: JOHN *IX *WOMAN BUY HOUSE                                     JOHN FUTURE NOT BUY HOUSE
   71: JOHN *JOHN VISIT *CAR                                         JOHN WILL VISIT MARY
   74: JOHN *IX *IX MARY                                             JOHN NOT VISIT MARY
   77: *JOHN BLAME MARY                                              ANN BLAME MARY
   84: *JOHN *NEW *IX *BUY1                                          IX-1P FIND SOMETHING-ONE BOOK
   89: JOHN IX *IX *IX IX NEW COAT                                   JOHN IX GIVE MAN IX NEW COAT
   90: JOHN *IX IX *IX *IX *MARY                                     JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
   92: JOHN *IX IX *IX WOMAN *FINISH                                 JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
  100: *JOHN NEW CAR *MANY                                           POSS NEW CAR BREAK-DOWN
  105: JOHN *JOHN                                                    JOHN LEG
  107: JOHN *JOHN FRIEND *YESTERDAY *JOHN                            JOHN POSS FRIEND HAVE CANDY
  108: *IX ARRIVE                                                    WOMAN ARRIVE
  113: *JOHN CAR *MARY *IX *BUY1                                     IX CAR BLUE SUE BUY
  119: *JOHN *BUY1 *HERE CAR *HAVE                                   SUE BUY IX CAR BLUE
  122: JOHN READ *HERE                                               JOHN READ BOOK
  139: JOHN *BUY1 WHAT *JOHN *MARY                                   JOHN BUY WHAT YESTERDAY BOOK
  142: JOHN BUY YESTERDAY WHAT BOOK                                  JOHN BUY YESTERDAY WHAT BOOK
  158: LOVE JOHN *JOHN                                               LOVE JOHN WHO
  167: JOHN *JOHN *LIKE LOVE *HERE                                   JOHN IX SAY LOVE MARY
  171: *IX *JOHN BLAME                                               JOHN MARY BLAME
  174: *VISIT *YESTERDAY GIVE1 *MARY *WANT                           PEOPLE GROUP GIVE1 JANA TOY
  181: JOHN *BUY1                                                    JOHN ARRIVE
  184: *IX *JOHN *GIVE1 TEACHER *MARY                                ALL BOY GIVE TEACHER APPLE
  189: JOHN *IX *JOHN *ARRIVE                                        JOHN GIVE GIRL BOX
  193: JOHN *IX *IX BOX                                              JOHN GIVE GIRL BOX
  199: *JOHN *JOHN *MARY                                             LIKE CHOCOLATE WHO
  201: JOHN *MARY MARY *SOMETHING-ONE BUY HOUSE                      JOHN TELL MARY IX-1P BUY HOUSE
Features: ['ndelta-rx', 'ndelta-ry', 'ndelta-lx', 'ndelta-ly'], Selector: <class 'my_model_selectors.SelectorDIC'>
Time:  160.8342085289769
<class 'my_model_selectors.TrainingDataDIC'>

**** WER = 0.6348314606741573
Total correct: 65 out of 178
Video  Recognized                                                    Correct
=====================================================================================================
    2: JOHN *JOHN HOMEWORK                                           JOHN WRITE HOMEWORK
    7: JOHN *VISIT *GIVE1 *ARRIVE                                    JOHN CAN GO CAN
   12: JOHN CAN *GO1 CAN                                             JOHN CAN GO CAN
   21: JOHN FISH *JOHN EAT *CAR *VISIT *WHAT *BOOK                   JOHN FISH WONT EAT BUT CAN EAT CHICKEN
   25: JOHN *MARY *JOHN *JOHN *MARY                                  JOHN LIKE IX IX IX
   28: JOHN *IX *JOHN *JOHN *MARY                                    JOHN LIKE IX IX IX
   30: JOHN *MARY *MARY *JOHN IX                                     JOHN LIKE IX IX IX
   36: MARY *JOHN *JOHN *GIVE *JOHN *IX                              MARY VEGETABLE KNOW IX LIKE CORN1
   40: *IX IX *WHO MARY *MARY                                        JOHN IX THINK MARY LOVE
   43: JOHN *JOHN *GO HOUSE                                          JOHN MUST BUY HOUSE
   50: *JOHN JOHN BUY CAR *MARY                                      FUTURE JOHN BUY CAR SHOULD
   54: JOHN *JOHN *WHO BUY HOUSE                                     JOHN SHOULD NOT BUY HOUSE
   57: JOHN *JOHN *SOMETHING-ONE *JOHN                               JOHN DECIDE VISIT MARY
   67: JOHN *JOHN *JOHN *NEW HOUSE                                   JOHN FUTURE NOT BUY HOUSE
   71: JOHN *JOHN *GO *CAR                                           JOHN WILL VISIT MARY
   74: JOHN *MARY *JOHN *JOHN                                        JOHN NOT VISIT MARY
   77: *JOHN *CAR *JOHN                                              ANN BLAME MARY
   84: *JOHN *CAR *JOHN BOOK                                         IX-1P FIND SOMETHING-ONE BOOK
   89: JOHN *JOHN GIVE *JOHN *JOHN *CAR *HOUSE                       JOHN IX GIVE MAN IX NEW COAT
   90: *MARY *JOHN *JOHN *JOHN WOMAN BOOK                            JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
   92: JOHN *IX *JOHN *JOHN *IX *VISIT                               JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
  100: *JOHN NEW CAR *HOUSE                                          POSS NEW CAR BREAK-DOWN
  105: JOHN *JOHN                                                    JOHN LEG
  107: JOHN *JOHN FRIEND *VISIT *JOHN                                JOHN POSS FRIEND HAVE CANDY
  108: *JOHN ARRIVE                                                  WOMAN ARRIVE
  113: *JOHN CAR *MARY *MARY *BUY1                                   IX CAR BLUE SUE BUY
  119: *JOHN *CAR *WHAT CAR *MARY                                    SUE BUY IX CAR BLUE
  122: JOHN *VISIT BOOK                                              JOHN READ BOOK
  139: JOHN *BOOK WHAT *JOHN *ARRIVE                                 JOHN BUY WHAT YESTERDAY BOOK
  142: JOHN BUY *VISIT WHAT *JOHN                                    JOHN BUY YESTERDAY WHAT BOOK
  158: *ARRIVE *IX *MARY                                             LOVE JOHN WHO
  167: JOHN IX *OLD *BOOK *VISIT                                     JOHN IX SAY LOVE MARY
  171: JOHN *JOHN BLAME                                              JOHN MARY BLAME
  174: *VISIT *JOHN GIVE1 *MARY *CAN                                 PEOPLE GROUP GIVE1 JANA TOY
  181: JOHN ARRIVE                                                   JOHN ARRIVE
  184: *GIVE *WHO *CAR TEACHER *MARY                                 ALL BOY GIVE TEACHER APPLE
  189: JOHN *JOHN *WHAT *ARRIVE                                      JOHN GIVE GIRL BOX
  193: JOHN *JOHN *MARY BOX                                          JOHN GIVE GIRL BOX
  199: *JOHN *LOVE WHO                                               LIKE CHOCOLATE WHO
  201: JOHN *IX *WHO *POSS BUY HOUSE                                 JOHN TELL MARY IX-1P BUY HOUSE
In [205]:
# TODO Choose a feature set and model selector
features = features_custom
model_selector = SelectorCV

# TODO Recognize the test set and display the result with the show_errors method
models = train_all_words(features, model_selector)
test_set = asl.build_test(features)
probabilities, guesses = recognize(models, test_set)
show_errors(guesses, test_set)
Training word JOHN
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
Training word WRITE
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Training word HOMEWORK
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Training word IX-1P
Training word SEE
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Training word YESTERDAY
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
Training word IX
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
Training word LOVE
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Training word MARY
Training word CAN
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Training word GO
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Training word GO1
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Training word FUTURE
Training word GO2
Training word PARTY
Training word FUTURE1
Training word HIT
Training word BLAME
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
Training word FRED
Training word FISH
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
Training word WONT
Training word EAT
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Training word BUT
Training word CHICKEN
Training word VEGETABLE
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
Training word CHINA
Training word PEOPLE
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Training word PREFER
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
Training word BROCCOLI
Training word LIKE
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Training word LEAVE
Training word SAY
Training word BUY
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Training word HOUSE
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
Training word KNOW
Training word CORN
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Training word CORN1
Training word THINK
Training word NOT
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Training word PAST
Training word LIVE
Training word CHICAGO
Training word CAR
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
Training word SHOULD
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/hmm.py:251: RuntimeWarning: invalid value encountered in true_divide
  / (means_weight + denom))
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/numpy/core/_methods.py:26: RuntimeWarning: invalid value encountered in reduce
  return umr_maximum(a, axis, None, out, keepdims)
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/hmm.py:265: RuntimeWarning: invalid value encountered in maximum
  (covars_prior + cv_num) / np.maximum(cv_den, 1e-5)
Training word DECIDE
Training word VISIT
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
Training word MOVIE
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Training word WANT
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Training word SELL
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
Training word TOMORROW
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
Training word NEXT-WEEK
Training word NEW-YORK
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
Training word LAST-WEEK
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
Training word WILL
Training word FINISH
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
Training word ANN
Training word READ
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Training word BOOK
Training word CHOCOLATE
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Training word FIND
Training word SOMETHING-ONE
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Training word POSS
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
Training word BROTHER
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
Training word ARRIVE
Training word HERE
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
Training word GIVE
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Training word MAN
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Training word NEW
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
Training word COAT
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Training word WOMAN
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Training word GIVE1
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
Training word HAVE
Training word FRANK
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Training word BREAK-DOWN
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Training word SEARCH-FOR
Training word WHO
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
Training word WHAT
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Training word LEG
Training word FRIEND
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Training word CANDY
Training word BLUE
Training word SUE
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Training word BUY1
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
Training word STOLEN
Training word OLD
Training word STUDENT
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Training word VIDEOTAPE
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Training word BORROW
Training word MOTHER
Training word POTATO
Training word TELL
Training word BILL
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/hmm.py:251: RuntimeWarning: invalid value encountered in true_divide
  / (means_weight + denom))
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/numpy/core/_methods.py:26: RuntimeWarning: invalid value encountered in reduce
  return umr_maximum(a, axis, None, out, keepdims)
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/hmm.py:265: RuntimeWarning: invalid value encountered in maximum
  (covars_prior + cv_num) / np.maximum(cv_den, 1e-5)
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Training word THROW
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
Training word APPLE
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Training word NAME
Training word SHOOT
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Training word SAY-1P
Training word SELF
Training word GROUP
Training word JANA
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Training word TOY1
Training word MANY
Training word TOY
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
Training word ALL
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Training word BOY
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
Training word TEACHER
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Training word GIRL
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
Training word BOX
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
Training word GIVE2
Training word GIVE3
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
Training word GET
Training word PUTASIDE
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
**** WER = 0.5449438202247191
Total correct: 81 out of 178
Video  Recognized                                                    Correct
=====================================================================================================
    2: JOHN *IX HOMEWORK                                             JOHN WRITE HOMEWORK
    7: JOHN *STUDENT *GIVE1 *TEACHER                                 JOHN CAN GO CAN
   12: JOHN *BOX *GO1 CAN                                            JOHN CAN GO CAN
   21: JOHN FISH WONT *MARY *NEW *NEW *FUTURE *MARY                  JOHN FISH WONT EAT BUT CAN EAT CHICKEN
   25: JOHN *IX *YESTERDAY IX IX                                     JOHN LIKE IX IX IX
   28: JOHN *MARY IX IX IX                                           JOHN LIKE IX IX IX
   30: JOHN *IX IX *JOHN IX                                          JOHN LIKE IX IX IX
   36: *JOHN *IX *IX IX *JOHN *MARY                                  MARY VEGETABLE KNOW IX LIKE CORN1
   40: JOHN IX *JOHN MARY *MARY                                      JOHN IX THINK MARY LOVE
   43: JOHN *IX BUY HOUSE                                            JOHN MUST BUY HOUSE
   50: *JOHN *IX BUY CAR *MARY                                       FUTURE JOHN BUY CAR SHOULD
   54: JOHN *IX *WHO BUY HOUSE                                       JOHN SHOULD NOT BUY HOUSE
   57: JOHN *JOHN *IX *IX                                            JOHN DECIDE VISIT MARY
   67: JOHN *IX *IX BUY HOUSE                                        JOHN FUTURE NOT BUY HOUSE
   71: JOHN *IX VISIT MARY                                           JOHN WILL VISIT MARY
   74: JOHN *IX *IX MARY                                             JOHN NOT VISIT MARY
   77: *JOHN BLAME MARY                                              ANN BLAME MARY
   84: *JOHN *NEW *IX BOOK                                           IX-1P FIND SOMETHING-ONE BOOK
   89: JOHN IX *IX *IX IX NEW *CAN                                   JOHN IX GIVE MAN IX NEW COAT
   90: JOHN *IX IX *IX *IX *MARY                                     JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
   92: JOHN *IX IX *IX *IX *BOY                                      JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
  100: *JOHN NEW CAR BREAK-DOWN                                      POSS NEW CAR BREAK-DOWN
  105: JOHN *JOHN                                                    JOHN LEG
  107: JOHN *JOHN *ARRIVE *YESTERDAY *JOHN                           JOHN POSS FRIEND HAVE CANDY
  108: *IX *HAVE                                                     WOMAN ARRIVE
  113: *JOHN CAR *MARY *IX *BUY1                                     IX CAR BLUE SUE BUY
  119: *IX *BUY1 IX CAR *YESTERDAY                                   SUE BUY IX CAR BLUE
  122: JOHN *PEOPLE *YESTERDAY                                       JOHN READ BOOK
  139: JOHN *BUY1 WHAT *JOHN *MARY                                   JOHN BUY WHAT YESTERDAY BOOK
  142: JOHN BUY YESTERDAY WHAT BOOK                                  JOHN BUY YESTERDAY WHAT BOOK
  158: LOVE JOHN *JOHN                                               LOVE JOHN WHO
  167: JOHN *JOHN *LIKE LOVE *HERE                                   JOHN IX SAY LOVE MARY
  171: *IX *JOHN BLAME                                               JOHN MARY BLAME
  174: *VISIT *VIDEOTAPE GIVE1 *MARY *FINISH                         PEOPLE GROUP GIVE1 JANA TOY
  181: *IX ARRIVE                                                    JOHN ARRIVE
  184: *IX *JOHN *GIVE1 TEACHER *IX                                  ALL BOY GIVE TEACHER APPLE
  189: JOHN *IX *JOHN *ARRIVE                                        JOHN GIVE GIRL BOX
  193: JOHN *IX *IX BOX                                              JOHN GIVE GIRL BOX
  199: *JOHN *JOHN *MARY                                             LIKE CHOCOLATE WHO
  201: JOHN *MARY MARY *IX BUY HOUSE                                 JOHN TELL MARY IX-1P BUY HOUSE
In [35]:
# TODO Choose a feature set and model selector
features = features_custom
model_selector = SelectorBIC

# TODO Recognize the test set and display the result with the show_errors method
models = train_all_words(features, model_selector)
test_set = asl.build_test(features)
probabilities, guesses = recognize(models, test_set)
show_errors(guesses, test_set)
1189 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
29 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
27 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
32 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
79 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
116 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
523 4
160 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
516 4
134 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
98 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
37 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
141 4
6 4
9 4
10 4
9 4
48 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
9 4
24 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
23 4
43 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
15 4
32 4
81 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/hmm.py:251: RuntimeWarning: invalid value encountered in true_divide
  / (means_weight + denom))
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/numpy/core/_methods.py:26: RuntimeWarning: invalid value encountered in reduce
  return umr_maximum(a, axis, None, out, keepdims)
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/hmm.py:265: RuntimeWarning: invalid value encountered in maximum
  (covars_prior + cv_num) / np.maximum(cv_den, 1e-5)
24 4
34 4
58 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
47 4
81 4
25 4
11 4
108 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
140 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
20 4
48 4
45 4
19 4
77 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
13 4
6 4
11 4
148 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
114 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
22 4
118 4
20 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
16 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
28 4
17 4
7 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
31 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
13 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
13 4
35 4
13 4
21 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
172 4
49 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
4 4
104 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
89 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
26 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
153 4
25 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
108 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
26 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
52 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
37 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
95 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
132 4
46 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
58 4
59 4
16 4
276 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
295 4
8 4
18 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
12 4
37 4
49 4
53 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
37 4
9 4
27 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
50 4
6 4
20 4
10 4
38 4
62 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
40 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
48 4
17 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
17 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
8 4
17 4
9 4
33 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
18 4
9 4
13 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
23 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
32 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
56 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
45 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
86 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
11 4
39 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
8 4
17 4
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
**** WER = 0.5449438202247191
Total correct: 81 out of 178
Video  Recognized                                                    Correct
=====================================================================================================
    2: JOHN *IX HOMEWORK                                             JOHN WRITE HOMEWORK
    7: JOHN *PEOPLE GO *TEACHER                                      JOHN CAN GO CAN
   12: JOHN *BOX *GO1 CAN                                            JOHN CAN GO CAN
   21: JOHN *NAME *HOMEWORK *MARY *BUY *GO *YESTERDAY *MARY          JOHN FISH WONT EAT BUT CAN EAT CHICKEN
   25: JOHN *IX IX IX IX                                             JOHN LIKE IX IX IX
   28: JOHN *MARY IX IX IX                                           JOHN LIKE IX IX IX
   30: JOHN *IX IX *JOHN IX                                          JOHN LIKE IX IX IX
   36: *JOHN *SEE *IX IX *JOHN *MARY                                 MARY VEGETABLE KNOW IX LIKE CORN1
   40: JOHN IX *JOHN MARY *MARY                                      JOHN IX THINK MARY LOVE
   43: JOHN *IX *FINISH HOUSE                                        JOHN MUST BUY HOUSE
   50: *JOHN *IX BUY CAR *MARY                                       FUTURE JOHN BUY CAR SHOULD
   54: JOHN *JOHN *WHO BUY HOUSE                                     JOHN SHOULD NOT BUY HOUSE
   57: JOHN *JOHN *IX *IX                                            JOHN DECIDE VISIT MARY
   67: JOHN *IX *WOMAN BUY HOUSE                                     JOHN FUTURE NOT BUY HOUSE
   71: JOHN *JOHN VISIT *CAR                                         JOHN WILL VISIT MARY
   74: JOHN *IX *IX MARY                                             JOHN NOT VISIT MARY
   77: *JOHN BLAME MARY                                              ANN BLAME MARY
   84: *JOHN *NEW *IX *BUY1                                          IX-1P FIND SOMETHING-ONE BOOK
   89: JOHN IX *IX *IX IX NEW COAT                                   JOHN IX GIVE MAN IX NEW COAT
   90: JOHN *IX IX *IX *IX *MARY                                     JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
   92: JOHN *IX IX *IX WOMAN *FINISH                                 JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
  100: *JOHN NEW CAR *MANY                                           POSS NEW CAR BREAK-DOWN
  105: JOHN *JOHN                                                    JOHN LEG
  107: JOHN *JOHN FRIEND *YESTERDAY *JOHN                            JOHN POSS FRIEND HAVE CANDY
  108: *IX ARRIVE                                                    WOMAN ARRIVE
  113: *JOHN CAR *MARY *IX *BUY1                                     IX CAR BLUE SUE BUY
  119: *JOHN *BUY1 *HERE CAR *HAVE                                   SUE BUY IX CAR BLUE
  122: JOHN READ *HERE                                               JOHN READ BOOK
  139: JOHN *BUY1 WHAT *JOHN *MARY                                   JOHN BUY WHAT YESTERDAY BOOK
  142: JOHN BUY YESTERDAY WHAT BOOK                                  JOHN BUY YESTERDAY WHAT BOOK
  158: LOVE JOHN *JOHN                                               LOVE JOHN WHO
  167: JOHN *JOHN *LIKE LOVE *HERE                                   JOHN IX SAY LOVE MARY
  171: *IX *JOHN BLAME                                               JOHN MARY BLAME
  174: *VISIT *YESTERDAY GIVE1 *MARY *WANT                           PEOPLE GROUP GIVE1 JANA TOY
  181: JOHN *BUY1                                                    JOHN ARRIVE
  184: *IX *JOHN *GIVE1 TEACHER *MARY                                ALL BOY GIVE TEACHER APPLE
  189: JOHN *IX *JOHN *ARRIVE                                        JOHN GIVE GIRL BOX
  193: JOHN *IX *IX BOX                                              JOHN GIVE GIRL BOX
  199: *JOHN *JOHN *MARY                                             LIKE CHOCOLATE WHO
  201: JOHN *MARY MARY *SOMETHING-ONE BUY HOUSE                      JOHN TELL MARY IX-1P BUY HOUSE
In [209]:
# TODO Choose a feature set and model selector
features = features_polar
model_selector = SelectorBIC

# TODO Recognize the test set and display the result with the show_errors method
models = train_all_words(features, model_selector)
test_set = asl.build_test(features)
probabilities, guesses = recognize(models, test_set)
show_errors(guesses, test_set)
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
word FIND with 1 examples has no model
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
word SAY-1P with 1 examples has no model
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:468: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:469: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:624: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:460: RuntimeWarning: divide by zero encountered in log
  np.log(self.transmat_),
/Users/lucasfonseca/anaconda3/envs/asl_project/lib/python3.6/site-packages/hmmlearn/base.py:459: RuntimeWarning: divide by zero encountered in log
  np.log(self.startprob_),
**** WER = 0.5561797752808989
Total correct: 79 out of 178
Video  Recognized                                                    Correct
=====================================================================================================
    2: JOHN *NEW *GIVE1                                              JOHN WRITE HOMEWORK
    7: JOHN CAN GO CAN                                               JOHN CAN GO CAN
   12: JOHN *WHAT *JOHN CAN                                          JOHN CAN GO CAN
   21: JOHN *NEW *FUTURE *WHO *GIVE1 *WHAT *FUTURE *WHO              JOHN FISH WONT EAT BUT CAN EAT CHICKEN
   25: JOHN *IX IX *WHO IX                                           JOHN LIKE IX IX IX
   28: JOHN *FUTURE IX *FUTURE IX                                    JOHN LIKE IX IX IX
   30: JOHN LIKE *MARY *MARY *MARY                                   JOHN LIKE IX IX IX
   36: *IX *VISIT *GIVE *GIVE *MARY *MARY                            MARY VEGETABLE KNOW IX LIKE CORN1
   40: JOHN *GO *GIVE *JOHN *MARY                                    JOHN IX THINK MARY LOVE
   43: JOHN *IX BUY HOUSE                                            JOHN MUST BUY HOUSE
   50: *JOHN *SEE BUY CAR *JOHN                                      FUTURE JOHN BUY CAR SHOULD
   54: JOHN SHOULD NOT BUY HOUSE                                     JOHN SHOULD NOT BUY HOUSE
   57: *MARY *GO *GO MARY                                            JOHN DECIDE VISIT MARY
   67: *SHOULD FUTURE *MARY BUY HOUSE                                JOHN FUTURE NOT BUY HOUSE
   71: JOHN *FUTURE *GIVE1 MARY                                      JOHN WILL VISIT MARY
   74: *IX *IX *GO MARY                                              JOHN NOT VISIT MARY
   77: *JOHN *GIVE1 MARY                                             ANN BLAME MARY
   84: *JOHN *GIVE1 *GIVE1 *COAT                                     IX-1P FIND SOMETHING-ONE BOOK
   89: *GIVE *GIVE *IX *IX IX *ARRIVE *BOOK                          JOHN IX GIVE MAN IX NEW COAT
   90: JOHN GIVE IX SOMETHING-ONE *GO *ARRIVE                        JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
   92: JOHN *IX IX *IX *IX BOOK                                      JOHN GIVE IX SOMETHING-ONE WOMAN BOOK
  100: POSS NEW CAR BREAK-DOWN                                       POSS NEW CAR BREAK-DOWN
  105: JOHN *SEE                                                     JOHN LEG
  107: JOHN *IX *HAVE *GO *MARY                                      JOHN POSS FRIEND HAVE CANDY
  108: *LOVE *LOVE                                                   WOMAN ARRIVE
  113: IX CAR *IX *MARY *BOX                                         IX CAR BLUE SUE BUY
  119: *MARY *BUY1 IX *BLAME *GO                                     SUE BUY IX CAR BLUE
  122: JOHN *GIVE1 BOOK                                              JOHN READ BOOK
  139: JOHN *BUY1 WHAT *MARY *ARRIVE                                 JOHN BUY WHAT YESTERDAY BOOK
  142: JOHN BUY YESTERDAY WHAT BOOK                                  JOHN BUY YESTERDAY WHAT BOOK
  158: LOVE JOHN WHO                                                 LOVE JOHN WHO
  167: JOHN *MARY *VISIT LOVE MARY                                   JOHN IX SAY LOVE MARY
  171: *IX MARY BLAME                                                JOHN MARY BLAME
  174: *JOHN *JOHN GIVE1 *YESTERDAY *JOHN                            PEOPLE GROUP GIVE1 JANA TOY
  181: *GO ARRIVE                                                    JOHN ARRIVE
  184: *GO BOY *GIVE1 TEACHER *YESTERDAY                             ALL BOY GIVE TEACHER APPLE
  189: *MARY *JOHN *YESTERDAY BOX                                    JOHN GIVE GIRL BOX
  193: JOHN *GO *YESTERDAY BOX                                       JOHN GIVE GIRL BOX
  199: *JOHN *STUDENT *GO                                            LIKE CHOCOLATE WHO
  201: JOHN *GIVE *LOVE *JOHN BUY HOUSE                              JOHN TELL MARY IX-1P BUY HOUSE

Question 3: Summarize the error results from three combinations of features and model selectors. What was the "best" combination and why? What additional information might we use to improve our WER? For more insight on improving WER, take a look at the introduction to Part 4.

Answer 3: The three combinations presented the following WER: 53.93% features_polar and SelectorBIC and 54.49% for features_custom and SelectorCV, 54.49% for features_custom and SelectorBIC. On overall, features_custom performed slightly better than the other combinations, and that may be due to a couple of reasons. As explained in Q1, features_custom captures aspects of movements (delta) and is the most person independent (normalized). Selectors CV and BIC yield similar results, with no clear winner between the two, though they both performed better than SelectorDIC, which has the highest error value.

Selectors were trained to predict words by themselves (except SelectorDIC that also used data of performance in other words), and the amount of data is not enough to handle variance of the real world. Also, no language model is used to capture and infere context. Improving the performance of the recognizer could be achieved solving these setbacks, increasing amount of data and coupleing a statistical language model as N-gram of recurrent neural networks with LSTM cells so that contextual knowledge be used for choosing the next word.

Recognizer Unit Tests

Run the following unit tests as a sanity check on the defined recognizer. The test simply looks for some valid values but is not exhaustive. However, the project should not be submitted if these tests don't pass.

In [338]:
from asl_test_recognizer import TestRecognize
suite = unittest.TestLoader().loadTestsFromModule(TestRecognize())
unittest.TextTestRunner().run(suite)
..
----------------------------------------------------------------------
Ran 2 tests in 37.007s

OK
Out[338]:
<unittest.runner.TextTestResult run=2 errors=0 failures=0>

PART 4: (OPTIONAL) Improve the WER with Language Models

We've squeezed just about as much as we can out of the model and still only get about 50% of the words right! Surely we can do better than that. Probability to the rescue again in the form of statistical language models (SLM). The basic idea is that each word has some probability of occurrence within the set, and some probability that it is adjacent to specific other words. We can use that additional information to make better choices.

Additional reading and resources
Optional challenge

The recognizer you implemented in Part 3 is equivalent to a "0-gram" SLM. Improve the WER with the SLM data provided with the data set in the link above using "1-gram", "2-gram", and/or "3-gram" statistics. The probabilities data you've already calculated will be useful and can be turned into a pandas DataFrame if desired (see next cell).
Good luck! Share your results with the class!

In [ ]:
# create a DataFrame of log likelihoods for the test word items
df_probs = pd.DataFrame(data=probabilities)
df_probs.head()